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   "source": [
    "# `text` plot\n",
    "\n",
    "This notebook is designed to demonstrate (and so document) how to use the `shap.plots.text` function. It uses a distilled PyTorch BERT model from the transformers package to do sentiment analysis of IMDB movie reviews.\n",
    "\n",
    "Note that the prediction function we define takes a list of strings and returns a logit value for the positive class."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import nlp\n",
    "import numpy as np\n",
    "import scipy as sp\n",
    "import torch\n",
    "import transformers\n",
    "\n",
    "import shap\n",
    "\n",
    "# load a BERT sentiment analysis model\n",
    "tokenizer = transformers.DistilBertTokenizerFast.from_pretrained(\"distilbert-base-uncased\")\n",
    "model = transformers.DistilBertForSequenceClassification.from_pretrained(\n",
    "    \"distilbert-base-uncased-finetuned-sst-2-english\"\n",
    ").cuda()\n",
    "\n",
    "\n",
    "# define a prediction function\n",
    "def f(x):\n",
    "    tv = torch.tensor([tokenizer.encode(v, padding=\"max_length\", max_length=500, truncation=True) for v in x]).cuda()\n",
    "    outputs = model(tv)[0].detach().cpu().numpy()\n",
    "    scores = (np.exp(outputs).T / np.exp(outputs).sum(-1)).T\n",
    "    val = sp.special.logit(scores[:, 1])  # use one vs rest logit units\n",
    "    return val\n",
    "\n",
    "\n",
    "# build an explainer using a token masker\n",
    "explainer = shap.Explainer(f, tokenizer)\n",
    "\n",
    "# explain the model's predictions on IMDB reviews\n",
    "imdb_train = nlp.load_dataset(\"imdb\")[\"train\"]\n",
    "shap_values = explainer(imdb_train[:10], fixed_context=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Single instance text plot\n",
    "\n",
    "When we pass a single instance to the text plot we get the importance of each token overlayed on the original text that corresponds to that token. Red regions correspond to parts of the text that increase the output of the model when they are included, while blue regions decrease the output of the model when they are included. In the context of the sentiment analysis model here red corresponds to a more positive review and blue a more negative review.\n",
    "\n",
    "Note that importance values returned for text models are often hierarchical and follow the structure of the text. Nonlinear interactions between groups of tokens are often saved and can be used during the plotting process. If the Explanation object passed to the text plot has a `.hierarchical_values` attribute, then small groups of tokens with strong non-linear effects among them will be auto-merged together to form coherent chunks. When the `.hierarchical_values` attribute is present it also means that the explainer may not have completely enumerated all possible token perturbations and so has treated chunks of the text as essentially a single unit. This happens since we often want to explain a text model while evaluating it fewer times than the numbers of tokens in the document. Whenever a region of the input text is not split by the explainer, it is show by the text plot as a single unit.\n",
    "\n",
    "The force plot above the text is designed to provide an overview of how all the parts of the text combine to produce the model's output. See the [force plot]() notebook for more details, but the general structure of the plot is positive red features \"pushing\" the model output higher while negative blue features \"push\" the model output lower. The force plot provides much more quantitative information than the text coloring. Hovering over a chuck of text will underline the portion of the force plot that corresponds to that chunk of text, and hovering over a portion of the force plot will underline the corresponding chunk of text.\n",
    "\n",
    "Note that clicking on any chunk of text will show the sum of the SHAP values attributed to the tokens in that chunk (clicked again will hide the value)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
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y=\"40\" height=\"18\" style=\"fill:rgb(0.0, 138.56128015770724, 250.76166088685727); stroke-width:0; stroke:rgb(0,0,0)\" /><line x1=\"63.68650512374619%\" x2=\"68.20597664516369%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_18\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"65.94624088445494%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_18\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.958</text><svg x=\"63.68650512374619%\" y=\"40\" height=\"20\" width=\"4.5194715214175005%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">society</text>  </svg></svg><line x1=\"68.20597664516369%\" x2=\"71.8627028800565%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_7\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"70.0343397626101%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_7\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.775</text><svg x=\"68.20597664516369%\" y=\"40\" height=\"20\" width=\"3.6567262348928153%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">Many of the jokes fall flat.</text>  </svg></svg><line x1=\"71.8627028800565%\" x2=\"75.08765211777671%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_10\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"73.47517749891661%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_10\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.684</text><svg x=\"71.8627028800565%\" y=\"40\" height=\"20\" width=\"3.2249492377202102%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">this film</text>  </svg></svg><line x1=\"75.08765211777671%\" x2=\"78.04576991430245%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_4\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"76.56671101603959%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_4\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.627</text><svg x=\"75.08765211777671%\" y=\"40\" height=\"20\" width=\"2.958117796525741%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">Sure, its flawed. It does not give a realistic view of homelessness</text>  </svg></svg><line x1=\"78.04576991430245%\" x2=\"80.65906980491353%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_24\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"79.35241985960799%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_24\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.554</text><svg x=\"78.04576991430245%\" y=\"40\" height=\"20\" width=\"2.6132998906110743%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">My only complaint is that Brooks should have cast someone else in the lead</text>  </svg></svg><line x1=\"80.65906980491353%\" x2=\"83.10173217520669%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_14\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"81.88040099006011%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_14\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.518</text><svg x=\"80.65906980491353%\" y=\"40\" height=\"20\" width=\"2.4426623702931636%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">in a</text>  </svg></svg><line x1=\"83.10173217520669%\" x2=\"85.5112952060219%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_6\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"84.3065136906143%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_6\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.511</text><svg x=\"83.10173217520669%\" y=\"40\" height=\"20\" width=\"2.4095630308152067%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">.</text>  </svg></svg><line x1=\"85.5112952060219%\" x2=\"87.39843879734991%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_16\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"86.4548670016859%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_16\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.4</text><svg x=\"85.5112952060219%\" y=\"40\" height=\"20\" width=\"1.8871435913280123%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">and to pull that off in a story about</text>  </svg></svg><line x1=\"87.39843879734991%\" x2=\"89.08056286931199%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_2\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"88.23950083333095%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_2\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.357</text><svg x=\"87.39843879734991%\" y=\"40\" height=\"20\" width=\"1.682124071962079%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">easily the most</text>  </svg></svg><line x1=\"89.08056286931199%\" x2=\"90.71447145639137%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_25\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"89.89751716285167%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_25\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.346</text><svg x=\"89.08056286931199%\" y=\"40\" height=\"20\" width=\"1.6339085870793753%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">(I love Mel as a Director and Writer, not so much as a lead).</text>  </svg></svg><line x1=\"90.71447145639137%\" x2=\"91.54424415926523%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_3\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"91.1293578078283%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_3\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.176</text><svg x=\"90.71447145639137%\" y=\"40\" height=\"20\" width=\"0.8297727028738677%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">underrated film inn the Brooks cannon.</text>  </svg></svg><line x1=\"91.54424415926523%\" x2=\"92.33342035472447%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_5\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"91.93883225699486%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_5\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.167</text><svg x=\"91.54424415926523%\" y=\"40\" height=\"20\" width=\"0.789176195459234%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">(unlike, say, how Citizen Kane gave a realistic view of lounge singers, or Titanic gave a realistic view of Italians YOU IDIOTS)</text>  </svg></svg><line x1=\"92.33342035472447%\" x2=\"93.12186473118503%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_1\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"92.72764254295475%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_1\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.167</text><svg x=\"92.33342035472447%\" y=\"40\" height=\"20\" width=\"0.7884443764605606%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">This is</text>  </svg></svg><line x1=\"93.12186473118503%\" x2=\"93.55824002224799%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_15\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"93.3400523767165%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_15\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.093</text><svg x=\"93.12186473118503%\" y=\"40\" height=\"20\" width=\"0.4363752910629586%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">way many comedies are not,</text>  </svg></svg><line x1=\"93.55824002224799%\" x2=\"93.61526895188098%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_22\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"93.58675448706448%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_22\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.012</text><svg x=\"93.55824002224799%\" y=\"40\" height=\"20\" width=\"0.057028929632991776%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">.</text>  </svg></svg><line x1=\"93.61526895188098%\" x2=\"93.63410380365166%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_20\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"93.62468637776632%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_20\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.004</text><svg x=\"93.61526895188098%\" y=\"40\" height=\"20\" width=\"0.01883485177067712%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">truly</text>  </svg></svg><line x1=\"93.63410380365166%\" x2=\"93.6341049279595%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_26\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"93.63410436580557%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_26\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.0</text><svg x=\"93.63410380365166%\" y=\"40\" height=\"20\" width=\"1.1243078432698894e-06%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\"></text>  </svg></svg><line x1=\"93.6341049279595%\" x2=\"93.63410549011341%\" y1=\"60\" y2=\"60\" id=\"_fb_oddynorgmgcxddyboqbv_ind_0\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"93.63410520903645%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_oddynorgmgcxddyboqbv_ind_0\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.0</text><svg x=\"93.6341049279595%\" y=\"40\" height=\"20\" width=\"5.621539145295174e-07%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\"></text>  </svg></svg><g transform=\"translate(-8,0)\">  <svg x=\"68.20597664516369%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(-10,0)\">  <svg x=\"68.20597664516369%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(-12,0)\">  <svg x=\"68.20597664516369%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(-14,0)\">  <svg x=\"68.20597664516369%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(2,0)\">  <svg x=\"68.20597664516369%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(0,0)\">  <svg x=\"68.20597664516369%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(-2,0)\">  <svg x=\"68.20597664516369%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(-4,0)\">  <svg x=\"68.20597664516369%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 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  <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(2,0)\">  <svg x=\"71.8627028800565%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(0,0)\">  <svg x=\"71.8627028800565%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(-2,0)\">  <svg x=\"71.8627028800565%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(-4,0)\">  <svg 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width=\"0.01883485177067712%\"      onmouseover=\"document.getElementById('_tp_oddynorgmgcxddyboqbv_ind_20').style.textDecoration = 'underline';document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_20').style.opacity = 1;document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_20').style.opacity = 1;\"      onmouseout=\"document.getElementById('_tp_oddynorgmgcxddyboqbv_ind_20').style.textDecoration = 'none';document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_20').style.opacity = 0;document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_20').style.opacity = 0;\" style=\"fill:rgb(0,0,0,0)\" /><g transform=\"translate(-6.0,0)\">  <svg x=\"93.6341049279595%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(208, 230, 250);stroke-width:2\" />  </svg></g><rect x=\"93.63410380365166%\" y=\"40\" height=\"20\" width=\"1.1243078432698894e-06%\"      onmouseover=\"document.getElementById('_tp_oddynorgmgcxddyboqbv_ind_26').style.textDecoration = 'underline';document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_26').style.opacity = 1;document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_26').style.opacity = 1;\"      onmouseout=\"document.getElementById('_tp_oddynorgmgcxddyboqbv_ind_26').style.textDecoration = 'none';document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_26').style.opacity = 0;document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_26').style.opacity = 0;\" style=\"fill:rgb(0,0,0,0)\" /><rect x=\"93.6341049279595%\" y=\"40\" height=\"20\" width=\"5.621539145295174e-07%\"      onmouseover=\"document.getElementById('_tp_oddynorgmgcxddyboqbv_ind_0').style.textDecoration = 'underline';document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_0').style.opacity = 1;document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_0').style.opacity = 1;\"      onmouseout=\"document.getElementById('_tp_oddynorgmgcxddyboqbv_ind_0').style.textDecoration = 'none';document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_0').style.opacity = 0;document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_0').style.opacity = 0;\" style=\"fill:rgb(0,0,0,0)\" /></svg><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.0</div><div id='_tp_oddynorgmgcxddyboqbv_ind_0'style='display: inline; background: rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_0').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_0').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_0').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_0').style.opacity = 0;\"></div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.167 / 2</div><div id='_tp_oddynorgmgcxddyboqbv_ind_1'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.06983561101208147); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_1').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_1').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_1').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_1').style.opacity = 0;\">This is </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.357 / 3</div><div id='_tp_oddynorgmgcxddyboqbv_ind_2'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.1565458506634977); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_2').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_2').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_2').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_2').style.opacity = 0;\">easily the most </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.176 / 8</div><div id='_tp_oddynorgmgcxddyboqbv_ind_3'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.07771836007130117); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_3').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_3').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_3').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_3').style.opacity = 0;\">underrated film inn the Brooks cannon. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.627 / 15</div><div id='_tp_oddynorgmgcxddyboqbv_ind_4'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.282669835611012); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_4').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_4').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_4').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_4').style.opacity = 0;\">Sure, its flawed. It does not give a realistic view of homelessness </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.167 / 27</div><div id='_tp_oddynorgmgcxddyboqbv_ind_5'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.06983561101208147); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_5').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_5').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_5').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_5').style.opacity = 0;\">(unlike, say, how Citizen Kane gave a realistic view of lounge singers, or Titanic gave a realistic view of Italians YOU IDIOTS)</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.511</div><div id='_tp_oddynorgmgcxddyboqbv_ind_6'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.22749059219647463); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_6').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_6').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_6').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_6').style.opacity = 0;\">. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.775 / 7</div><div id='_tp_oddynorgmgcxddyboqbv_ind_7'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.35361457714398903); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_7').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_7').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_7').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_7').style.opacity = 0;\">Many of the jokes fall flat. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>2.49</div><div id='_tp_oddynorgmgcxddyboqbv_ind_8'style='display: inline; background: rgba(255.0, 13.0, 87.0, 1.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_8').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_8').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_8').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_8').style.opacity = 0;\">But </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>1.319 / 2</div><div id='_tp_oddynorgmgcxddyboqbv_ind_9'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.6058625470390177); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_9').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_9').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_9').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_9').style.opacity = 0;\">still, </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.684 / 2</div><div id='_tp_oddynorgmgcxddyboqbv_ind_10'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.3142008318478906); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_10').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_10').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_10').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_10').style.opacity = 0;\">this film </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.484</div><div id='_tp_oddynorgmgcxddyboqbv_ind_11'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.219607843137255); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_11').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_11').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_11').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_11').style.opacity = 0;\">is </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.083</div><div id='_tp_oddynorgmgcxddyboqbv_ind_12'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.030421865715983164); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_12').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_12').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_12').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_12').style.opacity = 0;\">very </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>2.385 / 2</div><div id='_tp_oddynorgmgcxddyboqbv_ind_13'style='display: inline; background: rgba(255.0, 13.0, 87.0, 1.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_13').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_13').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_13').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_13').style.opacity = 0;\">lovable </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.518 / 2</div><div id='_tp_oddynorgmgcxddyboqbv_ind_14'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.23537334125569417); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_14').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_14').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_14').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_14').style.opacity = 0;\">in a </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.093 / 6</div><div id='_tp_oddynorgmgcxddyboqbv_ind_15'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.03830461477520309); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_15').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_15').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_15').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_15').style.opacity = 0;\">way many comedies are not, </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.4 / 9</div><div id='_tp_oddynorgmgcxddyboqbv_ind_16'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.18019409784115656); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_16').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_16').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_16').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_16').style.opacity = 0;\">and to pull that off in a story about </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.518 / 9</div><div id='_tp_oddynorgmgcxddyboqbv_ind_17'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.23537334125569415); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_17').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_17').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_17').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_17').style.opacity = 0;\">some of the most traditionally reviled members of </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.958</div><div id='_tp_oddynorgmgcxddyboqbv_ind_18'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.440324816795405); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_18').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_18').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_18').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_18').style.opacity = 0;\">society </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>1.676</div><div id='_tp_oddynorgmgcxddyboqbv_ind_19'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.7714002772826303); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_19').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_19').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_19').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_19').style.opacity = 0;\">is </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.004</div><div id='_tp_oddynorgmgcxddyboqbv_ind_20'style='display: inline; background: rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_20').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_20').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_20').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_20').style.opacity = 0;\">truly </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>2.222</div><div id='_tp_oddynorgmgcxddyboqbv_ind_21'style='display: inline; background: rgba(255.0, 13.0, 87.0, 1.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_21').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_21').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_21').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_21').style.opacity = 0;\">impressive</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.012</div><div id='_tp_oddynorgmgcxddyboqbv_ind_22'style='display: inline; background: rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_22').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_22').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_22').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_22').style.opacity = 0;\">. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.977 / 13</div><div id='_tp_oddynorgmgcxddyboqbv_ind_23'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.44820756585462457); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_23').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_23').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_23').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_23').style.opacity = 0;\">Its not The Fisher King, but its not crap, either. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.554 / 14</div><div id='_tp_oddynorgmgcxddyboqbv_ind_24'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.25113883937413345); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_24').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_24').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_24').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_24').style.opacity = 0;\">My only complaint is that Brooks should have cast someone else in the lead </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.346 / 18</div><div id='_tp_oddynorgmgcxddyboqbv_ind_25'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.1565458506634977); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_25').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_25').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_25').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_25').style.opacity = 0;\">(I love Mel as a Director and Writer, not so much as a lead).</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.0</div><div id='_tp_oddynorgmgcxddyboqbv_ind_26'style='display: inline; background: rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_26').style.opacity = 1; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_26').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_oddynorgmgcxddyboqbv_ind_26').style.opacity = 0; document.getElementById('_fs_oddynorgmgcxddyboqbv_ind_26').style.opacity = 0;\"></div></div>"
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   "source": [
    "# plot the first sentence's explanation\n",
    "shap.plots.text(shap_values[3])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Multiple instance text plot\n",
    "\n",
    "When we pass a multi-row explanation object to the text plot we get the single instance plots for each input instance scaled so they have consistent comparable x-axis and color ranges."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray\n"
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    {
     "data": {
      "text/html": [
       "<br/><b>0th instance:</b><br/>"
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      "text/plain": [
       "<IPython.core.display.HTML object>"
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When I saw the episode in which a student repeatedly tried to burn down the school, I immediately recalled ......... at .........</text>  </svg></svg><line x1=\"36.810234308242144%\" x2=\"37.542578765492124%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_8\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"37.176406536867134%\" y=\"71\" font-size=\"12px\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_8\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.153</text><svg x=\"36.810234308242144%\" y=\"40\" height=\"20\" width=\"0.7323444572499795%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">other programs about school life,</text>  </svg></svg><line x1=\"36.34215054474599%\" x2=\"36.810234308242144%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_1\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"36.57619242649407%\" y=\"71\" font-size=\"12px\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_1\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.098</text><svg x=\"36.34215054474599%\" y=\"40\" height=\"20\" width=\"0.46808376349615344%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">Bromwell High is</text>  </svg></svg><line x1=\"35.93631071678932%\" x2=\"36.34215054474599%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_18\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"36.139230630767656%\" y=\"71\" font-size=\"12px\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_18\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 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fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">think that Bromwell</text>  </svg></svg><line x1=\"35.83283082987303%\" x2=\"35.832831967701466%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_26\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"35.83283139878725%\" y=\"71\" font-size=\"12px\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_26\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.0</text><svg x=\"35.83283082987303%\" y=\"40\" height=\"20\" width=\"1.13782843413901e-06%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\"></text>  </svg></svg><line x1=\"35.832830260958815%\" x2=\"35.83283082987303%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_0\" style=\"stroke:rgb(255.0, 0.0, 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1;document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_0').style.opacity = 1;\"      onmouseout=\"document.getElementById('_tp_hhbhnyclgpahbbnebttr_ind_0').style.textDecoration = 'none';document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_0').style.opacity = 0;document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_0').style.opacity = 0;\" style=\"fill:rgb(0,0,0,0)\" /><rect x=\"43.77736748445378%\" width=\"15.408753192014965%\" y=\"40\" height=\"18\" style=\"fill:rgb(0.0, 138.56128015770724, 250.76166088685727); stroke-width:0; stroke:rgb(0,0,0)\" /><line x1=\"43.77736748445378%\" x2=\"45.667142857657765%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_5\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"44.72225517105577%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_5\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.396</text><svg x=\"43.77736748445378%\" y=\"40\" height=\"20\" width=\"1.8897753732039888%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">ran</text>  </svg></svg><line x1=\"45.667142857657765%\" x2=\"47.23710666343191%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_13\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"46.452124760544834%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_13\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.329</text><svg x=\"45.667142857657765%\" y=\"40\" height=\"20\" width=\"1.5699638057741439%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">\"Teachers\".</text>  </svg></svg><line x1=\"47.23710666343191%\" x2=\"48.75724837557488%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_10\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"47.997177519503396%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_10\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.319</text><svg x=\"47.23710666343191%\" y=\"40\" height=\"20\" width=\"1.5201417121429728%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">My 35 years in the teaching profession lead</text>  </svg></svg><line x1=\"48.75724837557488%\" x2=\"50.27490962173215%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_12\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"49.51607899865351%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_12\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.318</text><svg x=\"48.75724837557488%\" y=\"40\" height=\"20\" width=\"1.5176612461572674%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">satire is much closer to reality than is</text>  </svg></svg><line x1=\"50.27490962173215%\" x2=\"51.58749686023322%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_7\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"50.93120324098268%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_7\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.275</text><svg x=\"50.27490962173215%\" y=\"40\" height=\"20\" width=\"1.3125872385010737%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">same time as some</text>  </svg></svg><line x1=\"51.58749686023322%\" x2=\"52.61878584646972%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_21\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"52.103141353351475%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_21\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.216</text><svg x=\"51.58749686023322%\" y=\"40\" height=\"20\" width=\"1.031288986236497%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">High is</text>  </svg></svg><line x1=\"52.61878584646972%\" x2=\"53.461520111598446%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_25\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"53.04015297903408%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_25\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.177</text><svg x=\"52.61878584646972%\" y=\"40\" height=\"20\" width=\"0.8427342651287262%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">What a pity that it isn't!</text>  </svg></svg><line x1=\"53.461520111598446%\" x2=\"54.26144625313516%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_2\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"53.861483182366804%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_2\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.168</text><svg x=\"53.461520111598446%\" y=\"40\" height=\"20\" width=\"0.7999261415367158%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">a cartoon comedy</text>  </svg></svg><line x1=\"54.26144625313516%\" x2=\"54.942735184619444%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_4\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"54.60209071887731%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_4\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.143</text><svg x=\"54.26144625313516%\" y=\"40\" height=\"20\" width=\"0.681288931484282%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">It</text>  </svg></svg><line x1=\"54.942735184619444%\" x2=\"55.55252357679433%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_17\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"55.24762938070688%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_17\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.128</text><svg x=\"54.942735184619444%\" y=\"40\" height=\"20\" width=\"0.6097883921748846%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">m here to sack one of your teachers.</text>  </svg></svg><line x1=\"55.55252357679433%\" x2=\"56.1298179801172%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_9\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"55.84117077845576%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_9\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.121</text><svg x=\"55.55252357679433%\" y=\"40\" height=\"20\" width=\"0.577294403322874%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">such as \"Teachers\".</text>  </svg></svg><line x1=\"56.1298179801172%\" x2=\"56.68276673735164%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_24\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"56.40629235873442%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_24\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.116</text><svg x=\"56.1298179801172%\" y=\"40\" height=\"20\" width=\"0.5529487572344394%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">.</text>  </svg></svg><line x1=\"56.68276673735164%\" x2=\"57.23049000194756%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_16\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"56.9566283696496%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_16\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.115</text><svg x=\"56.68276673735164%\" y=\"40\" height=\"20\" width=\"0.5477232645959162%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">A classic line: INSPECTOR: I'</text>  </svg></svg><line x1=\"57.23049000194756%\" x2=\"57.71401880861135%\" y1=\"60\" y2=\"60\" id=\"_fb_hhbhnyclgpahbbnebttr_ind_11\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"57.47225440527946%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_hhbhnyclgpahbbnebttr_ind_11\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.101</text><svg x=\"57.23049000194756%\" y=\"40\" height=\"20\" 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/>  </svg></g><rect x=\"58.71282412312183%\" y=\"40\" height=\"20\" width=\"0.19201066385495125%\"      onmouseover=\"document.getElementById('_tp_hhbhnyclgpahbbnebttr_ind_19').style.textDecoration = 'underline';document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_19').style.opacity = 1;document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_19').style.opacity = 1;\"      onmouseout=\"document.getElementById('_tp_hhbhnyclgpahbbnebttr_ind_19').style.textDecoration = 'none';document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_19').style.opacity = 0;document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_19').style.opacity = 0;\" style=\"fill:rgb(0,0,0,0)\" /><g transform=\"translate(-6.0,0)\">  <svg x=\"59.061654781923735%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(208, 230, 250);stroke-width:2\" />  </svg></g><rect x=\"58.90483478697678%\" y=\"40\" height=\"20\" width=\"0.1568199949469573%\"      onmouseover=\"document.getElementById('_tp_hhbhnyclgpahbbnebttr_ind_15').style.textDecoration = 'underline';document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_15').style.opacity = 1;document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_15').style.opacity = 1;\"      onmouseout=\"document.getElementById('_tp_hhbhnyclgpahbbnebttr_ind_15').style.textDecoration = 'none';document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_15').style.opacity = 0;document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_15').style.opacity = 0;\" style=\"fill:rgb(0,0,0,0)\" /><rect x=\"59.061654781923735%\" y=\"40\" height=\"20\" width=\"0.12446589454500412%\"      onmouseover=\"document.getElementById('_tp_hhbhnyclgpahbbnebttr_ind_22').style.textDecoration = 'underline';document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_22').style.opacity = 1;document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_22').style.opacity = 1;\"      onmouseout=\"document.getElementById('_tp_hhbhnyclgpahbbnebttr_ind_22').style.textDecoration = 'none';document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_22').style.opacity = 0;document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_22').style.opacity = 0;\" style=\"fill:rgb(0,0,0,0)\" /></svg><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.0</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_0'style='display: inline; background: rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_0').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_0').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_0').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_0').style.opacity = 0;\"></div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.098 / 5</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_1'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.03830461477520289); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_1').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_1').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_1').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_1').style.opacity = 0;\">Bromwell High is </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.168 / 3</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_2'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.06983561101208147); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_2').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_2').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_2').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_2').style.opacity = 0;\">a cartoon comedy</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.051</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_3'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.022539116656763607); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_3').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_3').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_3').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_3').style.opacity = 0;\">. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.143</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_4'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.06195286195286191); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_4').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_4').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_4').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_4').style.opacity = 0;\">It </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.396</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_5'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.18019409784115656); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_5').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_5').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_5').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_5').style.opacity = 0;\">ran </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.058 / 2</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_6'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.022539116656763607); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_6').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_6').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_6').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_6').style.opacity = 0;\">at the </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.275 / 4</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_7'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.12501485442661905); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_7').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_7').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_7').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_7').style.opacity = 0;\">same time as some </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.153 / 6</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_8'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.06983561101208159); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_8').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_8').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_8').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_8').style.opacity = 0;\">other programs about school life, </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.121 / 6</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_9'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.05407011289364222); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_9').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_9').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_9').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_9').style.opacity = 0;\">such as \"Teachers\". </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.319 / 8</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_10'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.14078035254505836); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_10').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_10').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_10').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_10').style.opacity = 0;\">My 35 years in the teaching profession lead </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.101 / 10</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_11'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.03830461477520309); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_11').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_11').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_11').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_11').style.opacity = 0;\">me to believe that Bromwell High's </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.318 / 8</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_12'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.14078035254505836); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_12').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_12').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_12').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_12').style.opacity = 0;\">satire is much closer to reality than is </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.329 / 4</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_13'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.14866310160427798); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_13').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_13').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_13').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_13').style.opacity = 0;\">\"Teachers\". </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>1.306 / 82</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_14'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.6058625470390177); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_14').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_14').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_14').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_14').style.opacity = 0;\">The scramble to survive financially, the insightful students who can see right through their pathetic teachers' pomp, the pettiness of the whole situation, all remind me of the schools I knew and their students. When I saw the episode in which a student repeatedly tried to burn down the school, I immediately recalled ......... at .........</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.033 / 3</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_15'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.006773618538324436); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_15').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_15').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_15').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_15').style.opacity = 0;\">. High. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.115 / 8</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_16'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.04618736383442258); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_16').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_16').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_16').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_16').style.opacity = 0;\">A classic line: INSPECTOR: I'</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.128 / 9</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_17'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.05407011289364222); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_17').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_17').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_17').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_17').style.opacity = 0;\">m here to sack one of your teachers. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.085 / 9</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_18'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.03830461477520289); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_18').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_18').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_18').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_18').style.opacity = 0;\">STUDENT: Welcome to Bromwell High. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.04 / 8</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_19'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.014656367597544028); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_19').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_19').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_19').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_19').style.opacity = 0;\">I expect that many adults of my age </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.022 / 5</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_20'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.00677361853832443); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_20').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_20').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_20').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_20').style.opacity = 0;\">think that Bromwell </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.216 / 2</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_21'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.09348385818974048); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_21').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_21').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_21').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_21').style.opacity = 0;\">High is </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.026</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_22'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.006773618538324436); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_22').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_22').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_22').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_22').style.opacity = 0;\">far </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.1 / 2</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_23'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.03830461477520309); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_23').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_23').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_23').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_23').style.opacity = 0;\">fetched</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.116</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_24'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.04618736383442258); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_24').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_24').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_24').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_24').style.opacity = 0;\">. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.177 / 9</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_25'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.07771836007130117); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_25').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_25').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_25').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_25').style.opacity = 0;\">What a pity that it isn't!</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.0</div><div id='_tp_hhbhnyclgpahbbnebttr_ind_26'style='display: inline; background: rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_26').style.opacity = 1; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_26').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_hhbhnyclgpahbbnebttr_ind_26').style.opacity = 0; document.getElementById('_fs_hhbhnyclgpahbbnebttr_ind_26').style.opacity = 0;\"></div></div>"
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opacity: 0\"/><text x=\"29.43121019801241%\" y=\"71\" font-size=\"12px\" id=\"_fs_daswnktdsshghcjeahdn_ind_21\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">1.385</text><svg x=\"26.127469625746432%\" y=\"40\" height=\"20\" width=\"6.607481144531956%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">films where prior to being a comedy,</text>  </svg></svg><line x1=\"20.59830846348937%\" x2=\"26.127469625746432%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_25\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"23.3628890446179%\" y=\"71\" font-size=\"12px\" id=\"_fs_daswnktdsshghcjeahdn_ind_25\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">1.159</text><svg x=\"20.59830846348937%\" y=\"40\" height=\"20\" width=\"5.529161162257061%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">Maybe they should give it to the homeless instead of using it like Monopoly money.&lt;br /&gt;&lt;br /&gt;Or maybe this film will inspire you to help others.</text>  </svg></svg><line x1=\"16.599634378394555%\" x2=\"20.59830846348937%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_13\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"18.598971420941965%\" y=\"71\" font-size=\"12px\" id=\"_fs_daswnktdsshghcjeahdn_ind_13\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.838</text><svg x=\"16.599634378394555%\" y=\"40\" height=\"20\" width=\"3.998674085094816%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">&lt;br /&gt;&lt;br /&gt;While the love connection between Molly</text>  </svg></svg><line x1=\"13.940185731064641%\" x2=\"16.599634378394555%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_4\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"15.269910054729598%\" y=\"71\" font-size=\"12px\" id=\"_fs_daswnktdsshghcjeahdn_ind_4\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.557</text><svg x=\"13.940185731064641%\" y=\"40\" height=\"20\" width=\"2.6594486473299135%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">The bet's on where Bolt is thrown on the street with a bracelet on his leg to monitor his every move where he can't step off the sidewalk.</text>  </svg></svg><line x1=\"12.099557588669215%\" x2=\"13.940185731064641%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_12\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"13.01987165986693%\" y=\"71\" font-size=\"12px\" id=\"_fs_daswnktdsshghcjeahdn_ind_12\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.386</text><svg x=\"12.099557588669215%\" y=\"40\" height=\"20\" width=\"1.8406281423954258%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">it's fight or flight, kill or be killed.</text>  </svg></svg><line x1=\"10.553072410383908%\" x2=\"12.099557588669215%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_24\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"11.326314999526563%\" y=\"71\" font-size=\"12px\" id=\"_fs_daswnktdsshghcjeahdn_ind_24\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.324</text><svg x=\"10.553072410383908%\" y=\"40\" height=\"20\" width=\"1.546485178285307%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">to show what it's like having something valuable before losing it the next day or on the other hand making a stupid bet like all rich people do when they don't know what to do with their money.</text>  </svg></svg><line x1=\"9.119239086239023%\" x2=\"10.553072410383908%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_20\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"9.836155748311466%\" y=\"71\" font-size=\"12px\" id=\"_fs_daswnktdsshghcjeahdn_ind_20\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.3</text><svg x=\"9.119239086239023%\" y=\"40\" height=\"20\" width=\"1.433833324144885%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">be one of Mel Brooks' observant</text>  </svg></svg><line x1=\"8.551334136489427%\" x2=\"9.119239086239023%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_23\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"8.835286611364225%\" y=\"71\" font-size=\"12px\" id=\"_fs_daswnktdsshghcjeahdn_ind_23\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.119</text><svg x=\"8.551334136489427%\" y=\"40\" height=\"20\" width=\"0.5679049497495967%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">Young Frankenstein, or Spaceballs for the matter,</text>  </svg></svg><line x1=\"8.33335509430213%\" x2=\"8.551334136489427%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_7\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"8.442344615395779%\" y=\"71\" font-size=\"12px\" id=\"_fs_daswnktdsshghcjeahdn_ind_7\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.046</text><svg x=\"8.33335509430213%\" y=\"40\" height=\"20\" width=\"0.2179790421872969%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">and her pals Sailor (Howard Morris) and Fumes (Teddy Wilson) who are already used to the streets. They're survivors. Bolt isn't.</text>  </svg></svg><line x1=\"8.333340586989598%\" x2=\"8.33335509430213%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_26\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"8.333347840645864%\" y=\"71\" font-size=\"12px\" id=\"_fs_daswnktdsshghcjeahdn_ind_26\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.0</text><svg x=\"8.333340586989598%\" y=\"40\" height=\"20\" width=\"1.4507312531719663e-05%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\"></text>  </svg></svg><line x1=\"8.333333333333332%\" x2=\"8.333340586989598%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_0\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"8.333336960161464%\" y=\"71\" font-size=\"12px\" 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x=\"32.73495077027839%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 0 -9 l 6 18 L 0 25\" fill=\"none\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2\" />  </svg></g><g transform=\"translate(6,0)\">  <svg x=\"32.73495077027839%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 0 -9 l 6 18 L 0 25\" fill=\"none\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2\" />  </svg></g><g transform=\"translate(-8,0)\">  <svg x=\"32.73495077027839%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 0 -9 l 6 18 L 0 25\" fill=\"none\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2\" />  </svg></g><g transform=\"translate(-6,0)\">  <svg x=\"32.73495077027839%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 0 -9 l 6 18 L 0 25\" fill=\"none\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2\" />  </svg></g><g 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x2=\"81.44896589961262%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_19\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"80.37360904217246%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_daswnktdsshghcjeahdn_ind_19\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.451</text><svg x=\"79.2982521847323%\" y=\"40\" height=\"20\" width=\"2.150713714880311%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">\" to</text>  </svg></svg><line x1=\"81.44896589961262%\" x2=\"83.39355566814909%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_5\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"82.42126078388085%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_daswnktdsshghcjeahdn_ind_5\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.407</text><svg x=\"81.44896589961262%\" y=\"40\" height=\"20\" width=\"1.9445897685364741%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">He's given the nickname Pepto by a vagrant after it's written on his forehead where Bolt meets other</text>  </svg></svg><line x1=\"83.39355566814909%\" x2=\"85.19556106661861%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_1\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"84.29455836738384%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_daswnktdsshghcjeahdn_ind_1\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.378</text><svg x=\"83.39355566814909%\" y=\"40\" height=\"20\" width=\"1.8020053984695181%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">Homelessness (or Houselessness as George Carlin stated) has been an issue for years but never a plan to help those on the street that were once considered human who did everything from going to school, work, or vote for the matter.</text>  </svg></svg><line x1=\"85.19556106661861%\" x2=\"86.85228398906835%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_10\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"86.02392252784348%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_daswnktdsshghcjeahdn_ind_10\" style=\"opacity: 0\" dominant-baseline=\"middle\" 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dominant-baseline=\"middle\" text-anchor=\"middle\">He's</text>  </svg></svg><line x1=\"88.16707274724757%\" x2=\"89.45049795967981%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_11\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"88.80878535346369%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_daswnktdsshghcjeahdn_ind_11\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.269</text><svg x=\"88.16707274724757%\" y=\"40\" height=\"20\" width=\"1.2834252124322347%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">mutual agreements like he once did when being rich where</text>  </svg></svg><line x1=\"89.45049795967981%\" x2=\"90.4053161303306%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_2\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"89.92790704500521%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_daswnktdsshghcjeahdn_ind_2\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.2</text><svg x=\"89.45049795967981%\" y=\"40\" height=\"20\" width=\"0.9548181706507961%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">Most people think of the homeless as just a lost cause while worrying about things such as racism, the war on Iraq, pressuring kids to succeed, technology, the elections, inflation, or worrying if they'll be next to end up on the streets.</text>  </svg></svg><line x1=\"90.4053161303306%\" x2=\"91.14200987343266%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_14\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"90.77366300188163%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_daswnktdsshghcjeahdn_ind_14\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.154</text><svg x=\"90.4053161303306%\" y=\"40\" height=\"20\" width=\"0.7366937431020517%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">and Bolt wasn't</text>  </svg></svg><line x1=\"91.14200987343266%\" x2=\"91.55031231769148%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_3\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"91.34616109556207%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_daswnktdsshghcjeahdn_ind_3\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.086</text><svg x=\"91.14200987343266%\" y=\"40\" height=\"20\" width=\"0.40830244425882256%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">&lt;br /&gt;&lt;br /&gt;But what if you were given a bet to live on the streets for a month without the luxuries you once had from a home, the entertainment sets, a bathroom, pictures on the wall, a computer, and everything you once treasure to see what it's like to be homeless? That is Goddard Bolt's lesson.&lt;br /&gt;&lt;br /&gt;Mel Brooks (who directs) who stars as Bolt plays a rich man who has everything in the world until deciding to make a bet with a sissy rival (Jeffery Tambor) to see if he can live in the streets for thirty days without the luxuries; if Bolt succeeds, he can do what he wants with a future project of making more buildings.</text>  </svg></svg><line x1=\"91.55031231769148%\" x2=\"91.66666666666669%\" y1=\"60\" y2=\"60\" id=\"_fb_daswnktdsshghcjeahdn_ind_6\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2; opacity: 0\"/><text x=\"91.60848949217907%\" y=\"71\" font-size=\"12px\" fill=\"rgb(0.0, 138.56128015770724, 250.76166088685727)\" id=\"_fs_daswnktdsshghcjeahdn_ind_6\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">-0.024</text><svg x=\"91.55031231769148%\" y=\"40\" height=\"20\" width=\"0.11635434897520724%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">characters including a woman by the name of Molly (Lesley Ann Warren) an ex-dancer who got divorce before losing her home,</text>  </svg></svg><g transform=\"translate(-8,0)\">  <svg x=\"52.22319551954223%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(-10,0)\">  <svg x=\"52.22319551954223%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 138.56128015770724, 250.76166088685727);stroke-width:2\" />  </svg></g><g transform=\"translate(-12,0)\">  <svg x=\"52.22319551954223%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 8 -9 l -6 18 L 8 25\" fill=\"none\" style=\"stroke:rgb(0.0, 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1;document.getElementById('_fb_daswnktdsshghcjeahdn_ind_6').style.opacity = 1;\"      onmouseout=\"document.getElementById('_tp_daswnktdsshghcjeahdn_ind_6').style.textDecoration = 'none';document.getElementById('_fs_daswnktdsshghcjeahdn_ind_6').style.opacity = 0;document.getElementById('_fb_daswnktdsshghcjeahdn_ind_6').style.opacity = 0;\" style=\"fill:rgb(0,0,0,0)\" /></svg><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.0</div><div id='_tp_daswnktdsshghcjeahdn_ind_0'style='display: inline; background: rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 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document.getElementById('_fs_daswnktdsshghcjeahdn_ind_1').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_1').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_1').style.opacity = 0;\">Homelessness (or Houselessness as George Carlin stated) has been an issue for years but never a plan to help those on the street that were once considered human who did everything from going to school, work, or vote for the matter. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.2 / 52</div><div id='_tp_daswnktdsshghcjeahdn_ind_2'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.08560110913052085); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_2').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_2').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_2').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_2').style.opacity = 0;\">Most people think of the homeless as just a lost cause while worrying about things such as racism, the war on Iraq, pressuring kids to succeed, technology, the elections, inflation, or worrying if they'll be next to end up on the streets.</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.086 / 157</div><div id='_tp_daswnktdsshghcjeahdn_ind_3'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.03830461477520309); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_3').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_3').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_3').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_3').style.opacity = 0;\">&lt;br /&gt;&lt;br /&gt;But what if you were given a bet to live on the streets for a month without the luxuries you once had from a home, the entertainment sets, a bathroom, pictures on the wall, a computer, and everything you once treasure to see what it's like to be homeless? That is Goddard Bolt's lesson.&lt;br /&gt;&lt;br /&gt;Mel Brooks (who directs) who stars as Bolt plays a rich man who has everything in the world until deciding to make a bet with a sissy rival (Jeffery Tambor) to see if he can live in the streets for thirty days without the luxuries; if Bolt succeeds, he can do what he wants with a future project of making more buildings. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.557 / 33</div><div id='_tp_daswnktdsshghcjeahdn_ind_4'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.2511388393741335); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_4').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_4').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_4').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_4').style.opacity = 0;\">The bet's on where Bolt is thrown on the street with a bracelet on his leg to monitor his every move where he can't step off the sidewalk. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.407 / 24</div><div id='_tp_daswnktdsshghcjeahdn_ind_5'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.1880768469003762); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_5').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_5').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_5').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_5').style.opacity = 0;\">He's given the nickname Pepto by a vagrant after it's written on his forehead where Bolt meets other </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.024 / 26</div><div id='_tp_daswnktdsshghcjeahdn_ind_6'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.006773618538324436); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_6').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_6').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_6').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_6').style.opacity = 0;\">characters including a woman by the name of Molly (Lesley Ann Warren) an ex-dancer who got divorce before losing her home, </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.046 / 34</div><div id='_tp_daswnktdsshghcjeahdn_ind_7'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.014656367597544035); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_7').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_7').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_7').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_7').style.opacity = 0;\">and her pals Sailor (Howard Morris) and Fumes (Teddy Wilson) who are already used to the streets. They're survivors. Bolt isn't. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.275 / 3</div><div id='_tp_daswnktdsshghcjeahdn_ind_8'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.12501485442661905); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_8').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_8').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_8').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_8').style.opacity = 0;\">He's </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.909 / 2</div><div id='_tp_daswnktdsshghcjeahdn_ind_9'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.41667656961774613); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_9').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_9').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_9').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_9').style.opacity = 0;\">not used </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.347 / 2</div><div id='_tp_daswnktdsshghcjeahdn_ind_10'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.1565458506634977); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_10').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_10').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_10').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_10').style.opacity = 0;\">to reaching </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.269 / 10</div><div id='_tp_daswnktdsshghcjeahdn_ind_11'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.11713210536739943); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_11').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_11').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_11').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_11').style.opacity = 0;\">mutual agreements like he once did when being rich where </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.386 / 12</div><div id='_tp_daswnktdsshghcjeahdn_ind_12'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.17231134878193693); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_12').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_12').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_12').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_12').style.opacity = 0;\">it's fight or flight, kill or be killed.</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.838 / 14</div><div id='_tp_daswnktdsshghcjeahdn_ind_13'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.3851455733808676); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_13').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_13').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_13').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_13').style.opacity = 0;\">&lt;br /&gt;&lt;br /&gt;While the love connection between Molly </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.154 / 5</div><div id='_tp_daswnktdsshghcjeahdn_ind_14'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.06983561101208147); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_14').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_14').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_14').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_14').style.opacity = 0;\">and Bolt wasn't </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.948 / 4</div><div id='_tp_daswnktdsshghcjeahdn_ind_15'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.4324420677361853); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_15').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_15').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_15').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_15').style.opacity = 0;\">necessary to plot, </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-2.105 / 2</div><div id='_tp_daswnktdsshghcjeahdn_ind_16'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.9763517528223411); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_16').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_16').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_16').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_16').style.opacity = 0;\">I found </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-1.711 / 2</div><div id='_tp_daswnktdsshghcjeahdn_ind_17'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.7871657754010695); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_17').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_17').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_17').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_17').style.opacity = 0;\">\"Life </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-2.169 / 2</div><div id='_tp_daswnktdsshghcjeahdn_ind_18'style='display: inline; background: rgba(30.0, 136.0, 229.0, 1.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_18').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_18').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_18').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_18').style.opacity = 0;\">Stinks</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.451 / 2</div><div id='_tp_daswnktdsshghcjeahdn_ind_19'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.2038423450188156); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_19').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_19').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_19').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_19').style.opacity = 0;\">\" to </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.3 / 9</div><div id='_tp_daswnktdsshghcjeahdn_ind_20'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.13289760348583876); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_20').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_20').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_20').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_20').style.opacity = 0;\">be one of Mel Brooks' observant </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>1.385 / 8</div><div id='_tp_daswnktdsshghcjeahdn_ind_21'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.6373935432758963); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_21').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_21').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_21').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_21').style.opacity = 0;\">films where prior to being a comedy, </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>1.915 / 17</div><div id='_tp_daswnktdsshghcjeahdn_ind_22'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.889641513170925); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_22').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_22').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_22').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_22').style.opacity = 0;\">it shows a tender side compared to his slapstick work such as Blazing Saddles, </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.119 / 10</div><div id='_tp_daswnktdsshghcjeahdn_ind_23'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.05407011289364243); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_23').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_23').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_23').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_23').style.opacity = 0;\">Young Frankenstein, or Spaceballs for the matter, </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.324 / 43</div><div id='_tp_daswnktdsshghcjeahdn_ind_24'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.14866310160427795); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_24').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_24').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_24').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_24').style.opacity = 0;\">to show what it's like having something valuable before losing it the next day or on the other hand making a stupid bet like all rich people do when they don't know what to do with their money. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>1.159 / 35</div><div id='_tp_daswnktdsshghcjeahdn_ind_25'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.5349178055060405); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_25').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_25').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_25').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_25').style.opacity = 0;\">Maybe they should give it to the homeless instead of using it like Monopoly money.&lt;br /&gt;&lt;br /&gt;Or maybe this film will inspire you to help others.</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.0</div><div id='_tp_daswnktdsshghcjeahdn_ind_26'style='display: inline; background: rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_26').style.opacity = 1; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_26').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_daswnktdsshghcjeahdn_ind_26').style.opacity = 0; document.getElementById('_fs_daswnktdsshghcjeahdn_ind_26').style.opacity = 0;\"></div></div>"
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opacity: 0\"/><text x=\"60.9641909515707%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_8\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.373</text><svg x=\"60.07344096656374%\" y=\"40\" height=\"20\" width=\"1.7814999700139182%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">in Blazing Saddles.</text>  </svg></svg><line x1=\"58.53521653826858%\" x2=\"60.07344096656374%\" y1=\"60\" y2=\"60\" id=\"_fb_yjrphbwuucixhofxiror_ind_7\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"59.304328752416154%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_7\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.322</text><svg x=\"58.53521653826858%\" y=\"40\" height=\"20\" width=\"1.538224428295159%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">as anything</text>  </svg></svg><line x1=\"57.10684404057258%\" x2=\"58.53521653826858%\" y1=\"60\" y2=\"60\" id=\"_fb_yjrphbwuucixhofxiror_ind_17\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; 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opacity: 0\"/><text x=\"52.892807614230236%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_6\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.232</text><svg x=\"52.33955681466001%\" y=\"40\" height=\"20\" width=\"1.1065015991404508%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">as good</text>  </svg></svg><line x1=\"51.31472953609821%\" x2=\"52.33955681466001%\" y1=\"60\" y2=\"60\" id=\"_fb_yjrphbwuucixhofxiror_ind_19\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"51.827143175379106%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_19\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.215</text><svg x=\"51.31472953609821%\" y=\"40\" height=\"20\" width=\"1.0248272785617942%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">and being dishonest the lawyer of Pepto Bolt shrugs indifferently \"I'm a lawyer\" he says.</text>  </svg></svg><line x1=\"50.46020189259589%\" x2=\"51.31472953609821%\" y1=\"60\" y2=\"60\" id=\"_fb_yjrphbwuucixhofxiror_ind_2\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"50.88746571434705%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_2\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.179</text><svg x=\"50.46020189259589%\" y=\"40\" height=\"20\" width=\"0.8545276435023226%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">The corn on face</text>  </svg></svg><line x1=\"49.634577935883385%\" x2=\"50.46020189259589%\" y1=\"60\" y2=\"60\" id=\"_fb_yjrphbwuucixhofxiror_ind_20\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"50.04738991423964%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_20\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.173</text><svg x=\"49.634577935883385%\" y=\"40\" height=\"20\" width=\"0.825623956712505%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">Three funny words. Jeffrey Tambor, a favorite from the later Larry Sanders show, is fantastic here too as a mad millionaire who wants to crush the ghetto. His character is more malevolent than usual. The hospital scene, and the scene where the homeless invade a demolition site, are all-time classics.</text>  </svg></svg><line x1=\"48.88239547100245%\" x2=\"49.634577935883385%\" y1=\"60\" y2=\"60\" id=\"_fb_yjrphbwuucixhofxiror_ind_10\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"49.25848670344291%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_10\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.158</text><svg x=\"48.88239547100245%\" y=\"40\" height=\"20\" width=\"0.7521824648809385%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">take</text>  </svg></svg><line x1=\"48.198599908478705%\" x2=\"48.88239547100245%\" y1=\"60\" y2=\"60\" id=\"_fb_yjrphbwuucixhofxiror_ind_12\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"48.540497689740576%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_12\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.143</text><svg x=\"48.198599908478705%\" y=\"40\" height=\"20\" width=\"0.6837955625237413%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">lawyers</text>  </svg></svg><line x1=\"47.72327001794112%\" x2=\"48.198599908478705%\" y1=\"60\" y2=\"60\" id=\"_fb_yjrphbwuucixhofxiror_ind_4\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"47.96093496320991%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_4\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.1</text><svg x=\"47.72327001794112%\" y=\"40\" height=\"20\" width=\"0.4753298905375871%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">classic</text>  </svg></svg><line x1=\"47.3087865696156%\" x2=\"47.72327001794112%\" y1=\"60\" y2=\"60\" id=\"_fb_yjrphbwuucixhofxiror_ind_21\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"47.51602829377836%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_21\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.087</text><svg x=\"47.3087865696156%\" y=\"40\" height=\"20\" width=\"0.41448344832551953%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">Look for the legs scene and the two big diggers fighting (one bleeds).</text>  </svg></svg><line x1=\"47.201986650447296%\" x2=\"47.3087865696156%\" y1=\"60\" y2=\"60\" id=\"_fb_yjrphbwuucixhofxiror_ind_23\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"47.25538661003145%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_23\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.022</text><svg x=\"47.201986650447296%\" y=\"40\" height=\"20\" width=\"0.10679991916830289%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\">(which is quite often).</text>  </svg></svg><line x1=\"47.20198551261886%\" x2=\"47.201986650447296%\" y1=\"60\" y2=\"60\" id=\"_fb_yjrphbwuucixhofxiror_ind_24\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"47.20198608153308%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_24\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.0</text><svg x=\"47.20198551261886%\" y=\"40\" height=\"20\" width=\"1.13782843413901e-06%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\"></text>  </svg></svg><line x1=\"47.201984943704645%\" x2=\"47.20198551261886%\" y1=\"60\" y2=\"60\" id=\"_fb_yjrphbwuucixhofxiror_ind_0\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2; opacity: 0\"/><text x=\"47.20198522816175%\" y=\"71\" font-size=\"12px\" id=\"_fs_yjrphbwuucixhofxiror_ind_0\" fill=\"rgb(255.0, 0.0, 81.08083606031792)\" style=\"opacity: 0\" dominant-baseline=\"middle\" text-anchor=\"middle\">0.0</text><svg x=\"47.201984943704645%\" y=\"40\" height=\"20\" width=\"5.68914217069505e-07%\">  <svg x=\"0\" y=\"0\" width=\"100%\" height=\"100%\">    <text x=\"50%\" y=\"9\" font-size=\"12px\" fill=\"rgb(255,255,255)\" dominant-baseline=\"middle\" text-anchor=\"middle\"></text>  </svg></svg><g transform=\"translate(0,0)\">  <svg x=\"74.6937501015568%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 0 -9 l 6 18 L 0 25\" fill=\"none\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2\" />  </svg></g><g transform=\"translate(2,0)\">  <svg x=\"74.6937501015568%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 0 -9 l 6 18 L 0 25\" fill=\"none\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2\" />  </svg></g><g transform=\"translate(4,0)\">  <svg x=\"74.6937501015568%\" y=\"40\" height=\"18\" overflow=\"visible\" width=\"30\">    <path d=\"M 0 -9 l 6 18 L 0 25\" fill=\"none\" style=\"stroke:rgb(255.0, 0.0, 81.08083606031792);stroke-width:2\" />  </svg></g><g 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1;document.getElementById('_fb_yjrphbwuucixhofxiror_ind_22').style.opacity = 1;\"      onmouseout=\"document.getElementById('_tp_yjrphbwuucixhofxiror_ind_22').style.textDecoration = 'none';document.getElementById('_fs_yjrphbwuucixhofxiror_ind_22').style.opacity = 0;document.getElementById('_fb_yjrphbwuucixhofxiror_ind_22').style.opacity = 0;\" style=\"fill:rgb(0,0,0,0)\" /><rect x=\"86.20656643788574%\" y=\"40\" height=\"20\" width=\"0.06249451558417718%\"      onmouseover=\"document.getElementById('_tp_yjrphbwuucixhofxiror_ind_5').style.textDecoration = 'underline';document.getElementById('_fs_yjrphbwuucixhofxiror_ind_5').style.opacity = 1;document.getElementById('_fb_yjrphbwuucixhofxiror_ind_5').style.opacity = 1;\"      onmouseout=\"document.getElementById('_tp_yjrphbwuucixhofxiror_ind_5').style.textDecoration = 'none';document.getElementById('_fs_yjrphbwuucixhofxiror_ind_5').style.opacity = 0;document.getElementById('_fb_yjrphbwuucixhofxiror_ind_5').style.opacity = 0;\" style=\"fill:rgb(0,0,0,0)\" /></svg><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.0</div><div id='_tp_yjrphbwuucixhofxiror_ind_0'style='display: inline; background: rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_0').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_0').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_0').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_0').style.opacity = 0;\"></div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.836 / 30</div><div id='_tp_yjrphbwuucixhofxiror_ind_1'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.3851455733808676); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_1').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_1').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_1').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_1').style.opacity = 0;\">Brilliant over-acting by Lesley Ann Warren. Best dramatic hobo lady I have ever seen, and love scenes in clothes warehouse are second to none. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.179 / 4</div><div id='_tp_yjrphbwuucixhofxiror_ind_2'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.07771836007130124); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_2').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_2').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_2').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_2').style.opacity = 0;\">The corn on face </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.695 / 2</div><div id='_tp_yjrphbwuucixhofxiror_ind_3'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.32208358090711037); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_3').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_3').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_3').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_3').style.opacity = 0;\">is a </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.1</div><div id='_tp_yjrphbwuucixhofxiror_ind_4'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.03830461477520289); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_4').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_4').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_4').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_4').style.opacity = 0;\">classic</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.013</div><div id='_tp_yjrphbwuucixhofxiror_ind_5'style='display: inline; background: rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_5').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_5').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_5').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_5').style.opacity = 0;\">, </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.232 / 2</div><div id='_tp_yjrphbwuucixhofxiror_ind_6'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.10136660724896006); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_6').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_6').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_6').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_6').style.opacity = 0;\">as good </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.322 / 2</div><div id='_tp_yjrphbwuucixhofxiror_ind_7'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.14866310160427795); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_7').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_7').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_7').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_7').style.opacity = 0;\">as anything </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.373 / 5</div><div id='_tp_yjrphbwuucixhofxiror_ind_8'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.17231134878193693); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_8').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_8').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_8').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_8').style.opacity = 0;\">in Blazing Saddles. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.255</div><div id='_tp_yjrphbwuucixhofxiror_ind_9'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.1171321053673995); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_9').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_9').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_9').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_9').style.opacity = 0;\">The </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.158</div><div id='_tp_yjrphbwuucixhofxiror_ind_10'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.06983561101208159); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_10').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_10').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_10').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_10').style.opacity = 0;\">take </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.272</div><div id='_tp_yjrphbwuucixhofxiror_ind_11'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.12501485442661908); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_11').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_11').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_11').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_11').style.opacity = 0;\">on </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.143</div><div id='_tp_yjrphbwuucixhofxiror_ind_12'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.06195286195286207); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_12').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_12').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_12').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_12').style.opacity = 0;\">lawyers </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>1.598 / 2</div><div id='_tp_yjrphbwuucixhofxiror_ind_13'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.7398692810457518); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_13').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_13').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_13').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_13').style.opacity = 0;\">is also </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.718</div><div id='_tp_yjrphbwuucixhofxiror_ind_14'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.3299663299663301); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_14').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_14').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_14').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_14').style.opacity = 0;\">superb</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.59</div><div id='_tp_yjrphbwuucixhofxiror_ind_15'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.2669043374925727); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_15').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_15').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_15').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_15').style.opacity = 0;\">. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.441 / 4</div><div id='_tp_yjrphbwuucixhofxiror_ind_16'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.20384234501881549); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_16').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_16').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_16').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_16').style.opacity = 0;\">After being accused of </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.299 / 5</div><div id='_tp_yjrphbwuucixhofxiror_ind_17'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.13289760348583876); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_17').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_17').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_17').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_17').style.opacity = 0;\">being a turncoat, </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.24 / 5</div><div id='_tp_yjrphbwuucixhofxiror_ind_18'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.10924935630817992); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_18').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_18').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_18').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_18').style.opacity = 0;\">selling out his boss, </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.215 / 24</div><div id='_tp_yjrphbwuucixhofxiror_ind_19'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.09348385818974037); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_19').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_19').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_19').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_19').style.opacity = 0;\">and being dishonest the lawyer of Pepto Bolt shrugs indifferently \"I'm a lawyer\" he says. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.173 / 63</div><div id='_tp_yjrphbwuucixhofxiror_ind_20'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.07771836007130124); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_20').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_20').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_20').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_20').style.opacity = 0;\">Three funny words. Jeffrey Tambor, a favorite from the later Larry Sanders show, is fantastic here too as a mad millionaire who wants to crush the ghetto. His character is more malevolent than usual. The hospital scene, and the scene where the homeless invade a demolition site, are all-time classics. </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.087 / 18</div><div id='_tp_yjrphbwuucixhofxiror_ind_21'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.03830461477520289); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_21').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_21').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_21').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_21').style.opacity = 0;\">Look for the legs scene and the two big diggers fighting (one bleeds). </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>-0.225 / 9</div><div id='_tp_yjrphbwuucixhofxiror_ind_22'style='display: inline; background: rgba(30.0, 136.0, 229.0, 0.10136660724896014); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_22').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_22').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_22').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_22').style.opacity = 0;\">This movie gets better each time I see it </div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.022 / 7</div><div id='_tp_yjrphbwuucixhofxiror_ind_23'style='display: inline; background: rgba(255.0, 13.0, 87.0, 0.00677361853832443); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_23').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_23').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_23').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_23').style.opacity = 0;\">(which is quite often).</div></div><div style='display: inline; text-align: center;'><div style='display: none; color: #999; padding-top: 0px; font-size: 12px;'>0.0</div><div id='_tp_yjrphbwuucixhofxiror_ind_24'style='display: inline; background: rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0); border-radius: 3px; padding: 0px'onclick=\"if (this.previousSibling.style.display == 'none') {this.previousSibling.style.display = 'block';this.parentNode.style.display = 'inline-block';} else {this.previousSibling.style.display = 'none';this.parentNode.style.display = 'inline';}\"onmouseover=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_24').style.opacity = 1; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_24').style.opacity = 1;\"onmouseout=\"document.getElementById('_fb_yjrphbwuucixhofxiror_ind_24').style.opacity = 0; document.getElementById('_fs_yjrphbwuucixhofxiror_ind_24').style.opacity = 0;\"></div></div>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot the first sentence's explanation\n",
    "shap.plots.text(shap_values[:3])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Summarizing text explanations\n",
    "\n",
    "While plotting several instance-level explanations using the text plot can be very informative, sometime you want global summaries of the impact of tokens over the a large set of instances. See the [Explanation object]() documentation for more details, but you can easily summarize the importance of tokens in a dataset by collapsing a multi-row explanation object over all it's rows (in this case by summing). Doing this treats every text input token type as a feature, so the collapsed Explanation object will have as many columns as there were unique tokens in the orignal multi-row explanation object. If there are hierarchical values present in the Explanation object then any large groups are divided up and each token in the gruop is given an equal share of the overall group importance value."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 576x468 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 402,
       "width": 655
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "shap.plots.bar(shap_values.abs.sum(0))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that how you summarize the importance of features can make a big difference. In the plot above the `a` token was very importance both because it had an impact on the model, and because it was very common. Below we instead summize the instances using the `max` function to see the largest impact of a token in any instance."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 576x468 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 402,
       "width": 655
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "shap.plots.bar(shap_values.abs.max(0))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can also slice out a single token from all the instances by using that token as an input name (note that the gray values to the left of the input names are the original text that the token was generated from)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 576x468 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 401,
       "width": 625
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "shap.plots.bar(shap_values[:, \"but\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 576x468 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 401,
       "width": 625
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "shap.plots.bar(shap_values[:, \"but\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Text-To-Text Visualization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "from transformers import AutoModelForSeq2SeqLM, AutoTokenizer\n",
    "\n",
    "import shap\n",
    "\n",
    "tokenizer = AutoTokenizer.from_pretrained(\"Helsinki-NLP/opus-mt-en-es\")\n",
    "model = AutoModelForSeq2SeqLM.from_pretrained(\"Helsinki-NLP/opus-mt-en-es\").cuda()\n",
    "\n",
    "s = [\"In this picture, there are four persons: my father, my mother, my brother and my sister.\"]\n",
    "\n",
    "explainer = shap.Explainer(model, tokenizer)\n",
    "\n",
    "shap_values = explainer(s)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Text-To-Text Visualization contains the input text to the model on the left side and output text on the right side (in the default layout). On hovering over a token on the right (output) side the importance of each input token is overlayed on it, and is signified by the background color of the token. Red regions correspond to parts of the text that increase the output of the model when they are included, while blue regions decrease the output of the model when they are included. The explanation for a particular output token can be anchored by clickling on the output token (it can be un-anchored by clicking again).\n",
    "\n",
    "Note that similar to the single output plots described above, importance values returned for text models are often hierarchical and follow the structure of the text. Small groups of tokens with strong non-linear effects among them will be auto-merged together to form coherent chunks. Similarly, The explainer may not have completely enumerated all possible token perturbations and so has treated chunks of the text as essentially a single unit. This preprocessing is done for each output token, and the merging behviour can differ for each output token, since the interation effects might be different for each output token. The merged chunks can be viewed by hovering over the input text, once an output token is anchored. All the tokens of a merged chunk are made bold.\n",
    "\n",
    "Once the ouput text is anchored the input tokens can be clicked on to view the exact shap value (Hovering over input token also brings up a tooltip with the values). Auto merged tokens show the total values divided over the number of tokens in that chunk.\n",
    "\n",
    "Hovering over the input text shows the SHAP value for that token for each output token. This is again signified by the background color of the output token. This can be anchored by clicking on the input token.\n",
    "\n",
    "Note: The color scaling for all token (input and output) are consistent and the brightest red is assigned to the maximum SHAP value of input tokens for any output token.\n",
    "\n",
    "Note: The layout of the two pieces of text can be changed by using the 'Layout' Drop down menu."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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      "text/plain": [
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "        Visualization Type:\n",
       "        <select name=\"viz_type\" id=\"srnajlqyezwqqtlcovzl_viz_type\" onchange=\"selectVizType_srnajlqyezwqqtlcovzl(this)\">\n",
       "          <option value=\"heatmap\" selected=\"selected\">Input/Output - Heatmap</option>\n",
       "          <option value=\"saliency-plot\">Saliency Plot</option>\n",
       "        </select>\n",
       "      </div>\n",
       "      <div id=\"srnajlqyezwqqtlcovzl_content\" style=\"padding:15px;border-style:solid;margin:5px;\">\n",
       "          <div id = \"srnajlqyezwqqtlcovzl_saliency_plot_container\" class=\"srnajlqyezwqqtlcovzl_viz_container\" style=\"display:none\"> \n",
       "              \n",
       "        <div id=\"khikqvkctgzvzutqgtne_saliency_plot\" class=\"khikqvkctgzvzutqgtne_viz_content\">\n",
       "            <div style=\"margin:5px;font-family:sans-serif;font-weight:bold;\">\n",
       "                <span style=\"font-size: 20px;\"> Saliency Plot </span>\n",
       "                <br>\n",
       "                x-axis: Output Text\n",
       "                <br>\n",
       "                y-axis: Input Text\n",
       "            </div>\n",
       "            <table border = \"1\" cellpadding = \"5\" cellspacing = \"5\" style=\"overflow-x:scroll;display:block;\"><tr><th></th><th>In this picture </th><th>, </th><th>there are four persons </th><th>: my father , </th><th>my mother , </th><th>my brother and my sister . </th><th> </th></tr><tr><th>En</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.9684690037631213)\">7.191</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.014656367597544035)\">0.141</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.014656367597544035)\">0.137</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.014656367597544035)\">0.122</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.006773618538324436)\">-0.064</th><th style=\"background:rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0)\">-0.055</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>este</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.2511388393741335)\">1.878</th><th style=\"background:rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0)\">-0.031</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.06195286195286207)\">0.48</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.06983561101208159)\">0.524</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.00677361853832443)\">0.106</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.03042186571598325)\">-0.279</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>cuadro</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.9527035056446822)\">7.078</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.014656367597544035)\">0.146</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.04618736383442265)\">0.348</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.04618736383442265)\">0.358</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.014656367597544028)\">-0.122</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.022539116656763607)\">-0.202</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>,</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.014656367597544035)\">0.149</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.2590215884333532)\">1.93</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.06983561101208147)\">-0.544</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.03830461477520309)\">-0.293</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.006773618538324436)\">-0.073</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.014656367597544028)\">-0.118</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>hay</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.05407011289364222)\">-0.434</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.00677361853832443)\">0.101</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.9369380075262429)\">6.947</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.06195286195286191)\">-0.51</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.03830461477520309)\">-0.341</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.014656367597544028)\">-0.165</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>cuatro</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.07771836007130117)\">-0.624</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.02253911665676371)\">0.201</th><th style=\"background:rgba(255.0, 13.0, 87.0, 1.0)\">7.434</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.00677361853832443)\">0.106</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.006773618538324436)\">-0.099</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.00677361853832443)\">0.081</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>personas</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.017</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.014656367597544035)\">0.128</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.7319865319865321)\">5.455</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.033</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.009</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.00677361853832443)\">0.088</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>:</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.04618736383442265)\">0.349</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.04618736383442265)\">0.37</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.1959595959595959)\">1.496</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.33784907902554967)\">2.519</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.02</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.02253911665676371)\">0.197</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>mi</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.06195286195286207)\">0.504</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.006773618538324436)\">-0.074</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.04618736383442265)\">0.358</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.7635175282234107)\">5.669</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.2826698356110118)\">2.105</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.3851455733808676)\">2.861</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>padre</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.03042186571598325)\">-0.253</th><th style=\"background:rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0)\">-0.034</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.022539116656763607)\">-0.179</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.9369380075262429)\">6.934</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.10924935630817977)\">-0.832</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.10924935630817977)\">-0.823</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>,</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.030421865715983164)\">0.259</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.014656367597544035)\">0.123</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.03830461477520289)\">0.293</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.22749059219647458)\">1.729</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.14078035254505847)\">1.075</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.05407011289364243)\">0.42</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>mi</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.006773618538324436)\">-0.102</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.03830461477520309)\">-0.309</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.04618736383442258)\">-0.387</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.21960784313725487)\">-1.664</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.4718558130322837)\">3.499</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.2747870865517925)\">2.038</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>madre</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.022539116656763607)\">-0.222</th><th style=\"background:rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0)\">-0.01</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.10924935630817977)\">-0.87</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.12501485442661908)\">0.979</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.7241037829273124)\">5.393</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.25902158843335304)\">-1.941</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>,</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.023</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.00677361853832443)\">0.115</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.036</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.04618736383442265)\">0.371</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.18019409784115661)\">1.394</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.10136660724896006)\">0.802</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>mi</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.006773618538324436)\">-0.085</th><th style=\"background:rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0)\">-0.037</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.05407011289364222)\">-0.454</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.10924935630817977)\">-0.857</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.07771836007130117)\">-0.624</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.6137452960982372)\">4.571</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>hermano</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.014656367597544028)\">-0.131</th><th style=\"background:rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0)\">-0.015</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.00677361853832443)\">0.094</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.014656367597544028)\">-0.173</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.014656367597544035)\">0.159</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.7477520301049713)\">5.536</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>y</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.014656367597544035)\">0.128</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.00677361853832443)\">0.106</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.057</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.014656367597544035)\">0.138</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.04618736383442265)\">0.377</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.5270350564468211)\">3.904</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>mi</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.006773618538324436)\">-0.067</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.017</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.014656367597544028)\">-0.121</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.022539116656763607)\">-0.174</th><th style=\"background:rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0)\">-0.026</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.39302832244008706)\">2.961</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>hermana</th><th style=\"background:rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0)\">-0.03</th><th style=\"background:rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0)\">-0.036</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.014656367597544028)\">-0.119</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.00677361853832443)\">0.093</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.02253911665676371)\">0.229</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.8029312735195088)\">5.962</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr><tr><th>.</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.00677361853832443)\">0.059</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.006773618538324436)\">-0.066</th><th style=\"background:rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0)\">-0.011</th><th style=\"background:rgba(30.0, 136.0, 229.0, 0.014656367597544028)\">-0.15</th><th style=\"background:rgba(54.70588235294111, 122.49411764705886, 213.40784313725496, 0.0)\">-0.006</th><th style=\"background:rgba(255.0, 13.0, 87.0, 0.306318082788671)\">2.303</th><th style=\"background:rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\">0.0</th></tr></table>\n",
       "        </div>\n",
       "    \n",
       "          </div>\n",
       "          \n",
       "          <div id = \"srnajlqyezwqqtlcovzl_heatmap_container\" class=\"srnajlqyezwqqtlcovzl_viz_container\">\n",
       "              \n",
       "        <div id=\"hywwetecylwqnnerozms_heatmap\" class=\"hywwetecylwqnnerozms_viz_content\">\n",
       "          <div id=\"hywwetecylwqnnerozms_heatmap_header\" style=\"padding:15px;margin:5px;font-family:sans-serif;font-weight:bold;\">\n",
       "            <div style=\"display:inline\">\n",
       "              <span style=\"font-size: 20px;\"> Input/Output - Heatmap </span>\n",
       "            </div>\n",
       "            <div style=\"display:inline;float:right\">\n",
       "              Layout :\n",
       "              <select name=\"alignment\" id=\"hywwetecylwqnnerozms_alignment\" onchange=\"selectAlignment_hywwetecylwqnnerozms(this)\">\n",
       "                <option value=\"left-right\" selected=\"selected\">Left/Right</option>\n",
       "                <option value=\"top-bottom\">Top/Bottom</option>\n",
       "              </select>\n",
       "            </div>\n",
       "          </div>\n",
       "          <div id=\"hywwetecylwqnnerozms_heatmap_content\" style=\"display:flex;\">\n",
       "            <div id=\"hywwetecylwqnnerozms_input_container\" style=\"padding:15px;border-style:solid;margin:5px;flex:1;\">\n",
       "              <div id=\"hywwetecylwqnnerozms_input_header\" style=\"margin:5px;font-weight:bold;font-family:sans-serif;margin-bottom:10px\">\n",
       "                Input Text\n",
       "              </div>\n",
       "              <div id=\"hywwetecylwqnnerozms_input_content\" style=\"margin:5px;font-family:sans-serif;\">\n",
       "                  <div id=\"hywwetecylwqnnerozms_input_node_42_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_42_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_42_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_40_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_40_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_40_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_34_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_34_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_34_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_29_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_29_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_29_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_22_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_22_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_22_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_0_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_0_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_0_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >In </div></div><div id=\"hywwetecylwqnnerozms_input_node_1_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_1_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_1_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >this </div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_2_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_2_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_2_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >picture </div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_3_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_3_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_3_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >, </div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_37_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_37_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_37_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_31_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_31_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_31_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_23_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_23_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_23_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_4_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_4_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_4_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >there </div></div><div id=\"hywwetecylwqnnerozms_input_node_5_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_5_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_5_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >are </div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_24_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_24_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_24_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_6_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_6_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_6_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >four </div></div><div id=\"hywwetecylwqnnerozms_input_node_7_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_7_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_7_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >persons </div></div></div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_35_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_35_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_35_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_30_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_30_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_30_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_25_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_25_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_25_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_8_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_8_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_8_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >: </div></div><div id=\"hywwetecylwqnnerozms_input_node_9_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_9_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_9_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >my </div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_10_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_10_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_10_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >father </div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_11_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_11_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_11_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >, </div></div></div></div></div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_41_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_41_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_41_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_39_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_39_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_39_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_32_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_32_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_32_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_26_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_26_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_26_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_12_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_12_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_12_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >my </div></div><div id=\"hywwetecylwqnnerozms_input_node_13_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_13_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_13_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >mother </div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_14_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_14_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_14_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >, </div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_38_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_38_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_38_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_36_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_36_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_36_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_27_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_27_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_27_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_15_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_15_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_15_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >my </div></div><div id=\"hywwetecylwqnnerozms_input_node_16_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_16_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_16_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >brother </div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_17_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_17_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_17_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >and </div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_33_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_33_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_33_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_28_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_28_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_28_content\" style=\"display:inline;\"><div id=\"hywwetecylwqnnerozms_input_node_18_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_18_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_18_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >my </div></div><div id=\"hywwetecylwqnnerozms_input_node_19_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_19_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_19_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >sister </div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_20_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_20_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_20_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >. </div></div></div></div></div></div></div></div><div id=\"hywwetecylwqnnerozms_input_node_21_container\" style=\"display:inline;text-align:center\"><div id=\"hywwetecylwqnnerozms_input_node_21_label\" style=\"display:none; padding-top: 0px; font-size:12px;\"></div><div id=\"hywwetecylwqnnerozms_input_node_21_content\"style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" > </div></div></div></div></div></div>\n",
       "              </div>\n",
       "            </div>\n",
       "            <div id=\"hywwetecylwqnnerozms_output_container\" style=\"padding:15px;border-style:solid;margin:5px;flex:1;\">\n",
       "              <div id=\"hywwetecylwqnnerozms_output_header\" style=\"margin:5px;font-weight:bold;font-family:sans-serif;margin-bottom:10px\">\n",
       "                Output Text\n",
       "              </div>\n",
       "              <div id=\"hywwetecylwqnnerozms_output_content\" style=\"margin:5px;font-family:sans-serif;\">\n",
       "                  <div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_0'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_0'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >En </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_1'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_1'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >este </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_2'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_2'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >cuadro </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_3'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_3'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >, </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_4'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_4'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >hay </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_5'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_5'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >cuatro </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_6'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_6'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >personas </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_7'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_7'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >: </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_8'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_8'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >mi </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_9'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_9'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >padre </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_10'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_10'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >, </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_11'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_11'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >mi </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_12'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_12'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >madre </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_13'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_13'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >, </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_14'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_14'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >mi </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_15'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_15'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >hermano </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_16'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_16'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >y </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_17'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_17'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >mi </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_18'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_18'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >hermana </div></div><div style='display:inline; text-align:center;'><div id='hywwetecylwqnnerozms_output_flat_value_label_19'style='display:none;color: #999; padding-top: 0px; font-size:12px;'></div><div id='hywwetecylwqnnerozms_output_flat_token_19'style='display: inline; background:transparent; border-radius: 3px; padding: 0px;cursor: default;cursor: pointer;'onmouseover=\"onMouseHoverFlat_hywwetecylwqnnerozms(this.id)\" onmouseout=\"onMouseOutFlat_hywwetecylwqnnerozms(this.id)\" onclick=\"onMouseClickFlat_hywwetecylwqnnerozms(this.id)\" >. </div></div>\n",
       "              </div>\n",
       "            </div>\n",
       "          </div>\n",
       "        </div>\n",
       "    \n",
       "        <script>\n",
       "            function selectAlignment_hywwetecylwqnnerozms(selectObject) {\n",
       "                var value = selectObject.value;\n",
       "                if ( value === \"left-right\" ){\n",
       "                  document.getElementById('hywwetecylwqnnerozms_heatmap_content').style.display  = \"flex\";\n",
       "                }\n",
       "                else if ( value === \"top-bottom\" ) {\n",
       "                  document.getElementById('hywwetecylwqnnerozms_heatmap_content').style.display  = \"inline\";\n",
       "                }\n",
       "            }\n",
       "            \n",
       "            var hywwetecylwqnnerozms_heatmap_flat_state = null;\n",
       "            \n",
       "            function onMouseHoverFlat_hywwetecylwqnnerozms(id) {\n",
       "                if (hywwetecylwqnnerozms_heatmap_flat_state === null) {\n",
       "                    setBackgroundColors_hywwetecylwqnnerozms(id);\n",
       "                    document.getElementById(id).style.backgroundColor  = \"grey\";\n",
       "                }\n",
       "                \n",
       "                if (getIdSide_hywwetecylwqnnerozms(id) === 'input' && getIdSide_hywwetecylwqnnerozms(hywwetecylwqnnerozms_heatmap_flat_state) === 'output'){\n",
       "                \n",
       "                    label_content_id = token_id_to_node_id_mapping_hywwetecylwqnnerozms[hywwetecylwqnnerozms_heatmap_flat_state][id];\n",
       "                    \n",
       "                    if (document.getElementById(label_content_id).previousElementSibling.style.display == 'none'){\n",
       "                        document.getElementById(label_content_id).style.textShadow = \"0px 0px 1px #000000\";\n",
       "                    }\n",
       "                    \n",
       "                }\n",
       "                \n",
       "            }\n",
       "            \n",
       "            function onMouseOutFlat_hywwetecylwqnnerozms(id) {\n",
       "                if (hywwetecylwqnnerozms_heatmap_flat_state === null) {\n",
       "                    cleanValuesAndColors_hywwetecylwqnnerozms(id);\n",
       "                    document.getElementById(id).style.backgroundColor  = \"transparent\";\n",
       "                }\n",
       "                \n",
       "                if (getIdSide_hywwetecylwqnnerozms(id) === 'input' && getIdSide_hywwetecylwqnnerozms(hywwetecylwqnnerozms_heatmap_flat_state) === 'output'){\n",
       "                \n",
       "                    label_content_id = token_id_to_node_id_mapping_hywwetecylwqnnerozms[hywwetecylwqnnerozms_heatmap_flat_state][id];\n",
       "                    \n",
       "                    if (document.getElementById(label_content_id).previousElementSibling.style.display == 'none'){\n",
       "                        document.getElementById(label_content_id).style.textShadow = \"inherit\";\n",
       "                    }\n",
       "                    \n",
       "                }\n",
       "                \n",
       "            }\n",
       "\n",
       "            function onMouseClickFlat_hywwetecylwqnnerozms(id) {\n",
       "                if (hywwetecylwqnnerozms_heatmap_flat_state === id) {\n",
       "                    \n",
       "                    // If the clicked token was already selected\n",
       "                    \n",
       "                    document.getElementById(id).style.backgroundColor  = \"transparent\";\n",
       "                    cleanValuesAndColors_hywwetecylwqnnerozms(id);\n",
       "                    hywwetecylwqnnerozms_heatmap_flat_state = null;\n",
       "                }\n",
       "                else {\n",
       "                    if (hywwetecylwqnnerozms_heatmap_flat_state === null) {\n",
       "                    \n",
       "                        // No token previously selected, new token clicked on\n",
       "                    \n",
       "                        cleanValuesAndColors_hywwetecylwqnnerozms(id)\n",
       "                        hywwetecylwqnnerozms_heatmap_flat_state = id;\n",
       "                        document.getElementById(id).style.backgroundColor  = \"grey\";\n",
       "                        setLabelValues_hywwetecylwqnnerozms(id);\n",
       "                        setBackgroundColors_hywwetecylwqnnerozms(id);\n",
       "                    }\n",
       "                    else {\n",
       "                        if (getIdSide_hywwetecylwqnnerozms(hywwetecylwqnnerozms_heatmap_flat_state) === getIdSide_hywwetecylwqnnerozms(id)) {\n",
       "                        \n",
       "                            // User clicked a token on the same side as the currently selected token\n",
       "                            \n",
       "                            cleanValuesAndColors_hywwetecylwqnnerozms(hywwetecylwqnnerozms_heatmap_flat_state)\n",
       "                            document.getElementById(hywwetecylwqnnerozms_heatmap_flat_state).style.backgroundColor  = \"transparent\";\n",
       "                            hywwetecylwqnnerozms_heatmap_flat_state = id;\n",
       "                            document.getElementById(id).style.backgroundColor  = \"grey\";\n",
       "                            setLabelValues_hywwetecylwqnnerozms(id);\n",
       "                            setBackgroundColors_hywwetecylwqnnerozms(id);\n",
       "                        }\n",
       "                        else{\n",
       "                            \n",
       "                            if (getIdSide_hywwetecylwqnnerozms(id) === 'input') {\n",
       "                                label_content_id = token_id_to_node_id_mapping_hywwetecylwqnnerozms[hywwetecylwqnnerozms_heatmap_flat_state][id];\n",
       "                                \n",
       "                                if (document.getElementById(label_content_id).previousElementSibling.style.display == 'none') {\n",
       "                                    document.getElementById(label_content_id).previousElementSibling.style.display = 'block';\n",
       "                                    document.getElementById(label_content_id).parentNode.style.display = 'inline-block';\n",
       "                                    document.getElementById(label_content_id).style.textShadow = \"0px 0px 1px #000000\";\n",
       "                                  }\n",
       "                                else {\n",
       "                                    document.getElementById(label_content_id).previousElementSibling.style.display = 'none';\n",
       "                                    document.getElementById(label_content_id).parentNode.style.display = 'inline';\n",
       "                                    document.getElementById(label_content_id).style.textShadow  = \"inherit\"; \n",
       "                                  }\n",
       "                                \n",
       "                            }\n",
       "                            else {\n",
       "                                if (document.getElementById(id).previousElementSibling.style.display == 'none') {\n",
       "                                    document.getElementById(id).previousElementSibling.style.display = 'block';\n",
       "                                    document.getElementById(id).parentNode.style.display = 'inline-block';\n",
       "                                  }\n",
       "                                else {\n",
       "                                    document.getElementById(id).previousElementSibling.style.display = 'none';\n",
       "                                    document.getElementById(id).parentNode.style.display = 'inline';\n",
       "                                  }\n",
       "                            }\n",
       "                        \n",
       "                        }\n",
       "                    }\n",
       "                \n",
       "                }\n",
       "            }\n",
       "\n",
       "            function setLabelValues_hywwetecylwqnnerozms(id) {\n",
       "                for(const token in shap_values_hywwetecylwqnnerozms[id]){\n",
       "                    document.getElementById(token).innerHTML = shap_values_hywwetecylwqnnerozms[id][token];\n",
       "                    document.getElementById(token).nextElementSibling.title = 'SHAP Value : ' + shap_values_hywwetecylwqnnerozms[id][token];\n",
       "                }\n",
       "            }\n",
       "\n",
       "            function setBackgroundColors_hywwetecylwqnnerozms(id) {\n",
       "                for(const token in colors_hywwetecylwqnnerozms[id]){\n",
       "                    document.getElementById(token).style.backgroundColor  = colors_hywwetecylwqnnerozms[id][token];\n",
       "                }\n",
       "            }\n",
       "\n",
       "            function cleanValuesAndColors_hywwetecylwqnnerozms(id) {\n",
       "                for(const token in shap_values_hywwetecylwqnnerozms[id]){\n",
       "                    document.getElementById(token).innerHTML = \"\";\n",
       "                    document.getElementById(token).nextElementSibling.title = \"\";\n",
       "                }\n",
       "                 for(const token in colors_hywwetecylwqnnerozms[id]){\n",
       "                    document.getElementById(token).style.backgroundColor  = \"transparent\";\n",
       "                    document.getElementById(token).previousElementSibling.style.display = 'none';\n",
       "                    document.getElementById(token).parentNode.style.display = 'inline';\n",
       "                    document.getElementById(token).style.textShadow  = \"inherit\"; \n",
       "                }\n",
       "            }\n",
       "            \n",
       "            function getIdSide_hywwetecylwqnnerozms(id) {\n",
       "                if (id === null) {\n",
       "                    return 'null'\n",
       "                }\n",
       "                return id.split(\"_\")[1];\n",
       "            }\n",
       "        </script>\n",
       "    <script> colors_hywwetecylwqnnerozms = {\"hywwetecylwqnnerozms_input_node_0_content\": {\"hywwetecylwqnnerozms_output_flat_token_0\": \"rgba(255.0, 13.0, 87.0, 0.3299663299663301)\", \"hywwetecylwqnnerozms_output_flat_token_1\": \"rgba(255.0, 13.0, 87.0, 0.08560110913052081)\", \"hywwetecylwqnnerozms_output_flat_token_2\": \"rgba(255.0, 13.0, 87.0, 0.32208358090711037)\", \"hywwetecylwqnnerozms_output_flat_token_3\": \"rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\", \"hywwetecylwqnnerozms_output_flat_token_4\": \"rgba(30.0, 136.0, 229.0, 0.014656367597544028)\", \"hywwetecylwqnnerozms_output_flat_token_5\": \"rgba(30.0, 136.0, 229.0, 0.022539116656763607)\", \"hywwetecylwqnnerozms_output_flat_token_6\": \"rgba(230.2941176470614, 26.505882352939775, 102.59215686274348, 0.0)\", \"hywwetecylwqnnerozms_output_flat_token_7\": \"rgba(255.0, 13.0, 87.0, 0.014656367597544035)\", \"hywwetecylwqnnerozms_output_flat_token_8\": \"rgba(255.0, 13.0, 87.0, 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0.0, \"hywwetecylwqnnerozms_output_flat_value_label_3\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_4\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_5\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_6\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_7\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_8\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_9\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_10\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_11\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_12\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_13\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_14\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_15\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_16\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_17\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_18\": 0.0, \"hywwetecylwqnnerozms_output_flat_value_label_19\": 0.0}, \"hywwetecylwqnnerozms_output_flat_token_0\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"7.191/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"0.141\", \"hywwetecylwqnnerozms_input_node_31_label\": \"0.137/4\", \"hywwetecylwqnnerozms_input_node_35_label\": \"0.122/4\", \"hywwetecylwqnnerozms_input_node_32_label\": \"-0.064/3\", \"hywwetecylwqnnerozms_input_node_38_label\": \"-0.055/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_1\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"1.878/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"-0.031\", \"hywwetecylwqnnerozms_input_node_31_label\": \"0.48/4\", \"hywwetecylwqnnerozms_input_node_35_label\": \"0.524/4\", \"hywwetecylwqnnerozms_input_node_26_label\": \"0.031/2\", \"hywwetecylwqnnerozms_input_node_14_label\": \"0.074\", \"hywwetecylwqnnerozms_input_node_38_label\": \"-0.279/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_2\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"7.078/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"0.146\", \"hywwetecylwqnnerozms_input_node_31_label\": \"0.348/4\", \"hywwetecylwqnnerozms_input_node_35_label\": \"0.358/4\", \"hywwetecylwqnnerozms_input_node_32_label\": \"-0.122/3\", \"hywwetecylwqnnerozms_input_node_38_label\": \"-0.202/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_3\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"0.149/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"1.93\", \"hywwetecylwqnnerozms_input_node_23_label\": \"-0.398/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"-0.145/2\", \"hywwetecylwqnnerozms_input_node_35_label\": \"-0.293/4\", \"hywwetecylwqnnerozms_input_node_26_label\": \"-0.032/2\", \"hywwetecylwqnnerozms_input_node_14_label\": \"-0.041\", \"hywwetecylwqnnerozms_input_node_38_label\": \"-0.118/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_4\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"-0.434/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"0.101\", \"hywwetecylwqnnerozms_input_node_23_label\": \"4.559/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"2.388/2\", \"hywwetecylwqnnerozms_input_node_30_label\": \"-0.346/3\", \"hywwetecylwqnnerozms_input_node_11_label\": \"-0.165\", \"hywwetecylwqnnerozms_input_node_32_label\": \"-0.341/3\", \"hywwetecylwqnnerozms_input_node_38_label\": \"-0.165/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_5\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"-0.624/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"0.201\", \"hywwetecylwqnnerozms_input_node_23_label\": \"1.699/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"5.735/2\", \"hywwetecylwqnnerozms_input_node_35_label\": \"0.106/4\", \"hywwetecylwqnnerozms_input_node_32_label\": \"-0.099/3\", \"hywwetecylwqnnerozms_input_node_38_label\": \"0.081/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_6\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"0.017/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"0.128\", \"hywwetecylwqnnerozms_input_node_23_label\": \"1.62/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"3.835/2\", \"hywwetecylwqnnerozms_input_node_30_label\": \"0.084/3\", \"hywwetecylwqnnerozms_input_node_11_label\": \"-0.051\", \"hywwetecylwqnnerozms_input_node_26_label\": \"0.006/2\", \"hywwetecylwqnnerozms_input_node_14_label\": \"0.003\", \"hywwetecylwqnnerozms_input_node_38_label\": \"0.088/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_7\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"0.349/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"0.37\", \"hywwetecylwqnnerozms_input_node_23_label\": \"0.619/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"0.876/2\", \"hywwetecylwqnnerozms_input_node_30_label\": \"1.97/3\", \"hywwetecylwqnnerozms_input_node_11_label\": \"0.549\", \"hywwetecylwqnnerozms_input_node_32_label\": \"0.02/3\", \"hywwetecylwqnnerozms_input_node_38_label\": \"0.197/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_8\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"0.504/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"-0.074\", \"hywwetecylwqnnerozms_input_node_23_label\": \"0.112/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"0.246/2\", \"hywwetecylwqnnerozms_input_node_30_label\": \"5.087/3\", \"hywwetecylwqnnerozms_input_node_11_label\": \"0.582\", \"hywwetecylwqnnerozms_input_node_32_label\": \"2.105/3\", \"hywwetecylwqnnerozms_input_node_38_label\": \"2.861/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_9\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"-0.253/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"-0.034\", \"hywwetecylwqnnerozms_input_node_31_label\": \"-0.179/4\", \"hywwetecylwqnnerozms_input_node_35_label\": \"6.934/4\", \"hywwetecylwqnnerozms_input_node_32_label\": \"-0.832/3\", \"hywwetecylwqnnerozms_input_node_38_label\": \"-0.823/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_10\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"0.259/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"0.123\", \"hywwetecylwqnnerozms_input_node_23_label\": \"0.143/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"0.151/2\", \"hywwetecylwqnnerozms_input_node_30_label\": \"0.477/3\", \"hywwetecylwqnnerozms_input_node_11_label\": \"1.252\", \"hywwetecylwqnnerozms_input_node_32_label\": \"1.075/3\", \"hywwetecylwqnnerozms_input_node_38_label\": \"0.42/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_11\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"-0.102/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"-0.309\", \"hywwetecylwqnnerozms_input_node_23_label\": \"-0.181/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"-0.206/2\", \"hywwetecylwqnnerozms_input_node_30_label\": \"-1.424/3\", \"hywwetecylwqnnerozms_input_node_11_label\": \"-0.24\", \"hywwetecylwqnnerozms_input_node_32_label\": \"3.499/3\", \"hywwetecylwqnnerozms_input_node_38_label\": \"2.038/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_12\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"-0.222/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"-0.01\", \"hywwetecylwqnnerozms_input_node_23_label\": \"-0.295/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"-0.574/2\", \"hywwetecylwqnnerozms_input_node_35_label\": \"0.979/4\", \"hywwetecylwqnnerozms_input_node_26_label\": \"3.923/2\", \"hywwetecylwqnnerozms_input_node_14_label\": \"1.47\", \"hywwetecylwqnnerozms_input_node_38_label\": \"-1.941/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_13\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"0.023/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"0.115\", \"hywwetecylwqnnerozms_input_node_23_label\": \"0.017/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"0.019/2\", \"hywwetecylwqnnerozms_input_node_30_label\": \"0.084/3\", \"hywwetecylwqnnerozms_input_node_11_label\": \"0.287\", \"hywwetecylwqnnerozms_input_node_26_label\": \"0.242/2\", \"hywwetecylwqnnerozms_input_node_14_label\": \"1.152\", \"hywwetecylwqnnerozms_input_node_38_label\": \"0.802/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_14\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"-0.085/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"-0.037\", \"hywwetecylwqnnerozms_input_node_31_label\": \"-0.454/4\", \"hywwetecylwqnnerozms_input_node_30_label\": \"-0.773/3\", \"hywwetecylwqnnerozms_input_node_11_label\": \"-0.083\", \"hywwetecylwqnnerozms_input_node_32_label\": \"-0.624/3\", \"hywwetecylwqnnerozms_input_node_38_label\": \"4.571/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_15\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"-0.131/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"-0.015\", \"hywwetecylwqnnerozms_input_node_23_label\": \"0.022/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"0.073/2\", \"hywwetecylwqnnerozms_input_node_30_label\": \"-0.191/3\", \"hywwetecylwqnnerozms_input_node_11_label\": \"0.018\", \"hywwetecylwqnnerozms_input_node_26_label\": \"0.154/2\", \"hywwetecylwqnnerozms_input_node_14_label\": \"0.005\", \"hywwetecylwqnnerozms_input_node_38_label\": \"5.536/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_16\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"0.128/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"0.106\", \"hywwetecylwqnnerozms_input_node_23_label\": \"0.003/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"0.054/2\", \"hywwetecylwqnnerozms_input_node_35_label\": \"0.138/4\", \"hywwetecylwqnnerozms_input_node_26_label\": \"0.129/2\", \"hywwetecylwqnnerozms_input_node_14_label\": \"0.248\", \"hywwetecylwqnnerozms_input_node_38_label\": \"3.904/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_17\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"-0.067/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"0.017\", \"hywwetecylwqnnerozms_input_node_23_label\": \"-0.052/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"-0.07/2\", \"hywwetecylwqnnerozms_input_node_30_label\": \"-0.148/3\", \"hywwetecylwqnnerozms_input_node_11_label\": \"-0.026\", \"hywwetecylwqnnerozms_input_node_26_label\": \"-0.022/2\", \"hywwetecylwqnnerozms_input_node_14_label\": \"-0.003\", \"hywwetecylwqnnerozms_input_node_38_label\": \"2.961/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_18\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"-0.03/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"-0.036\", \"hywwetecylwqnnerozms_input_node_23_label\": \"-0.053/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"-0.066/2\", \"hywwetecylwqnnerozms_input_node_35_label\": \"0.093/4\", \"hywwetecylwqnnerozms_input_node_26_label\": \"0.165/2\", \"hywwetecylwqnnerozms_input_node_14_label\": \"0.064\", \"hywwetecylwqnnerozms_input_node_38_label\": \"5.962/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}, \"hywwetecylwqnnerozms_output_flat_token_19\": {\"hywwetecylwqnnerozms_input_node_29_label\": \"0.059/3\", \"hywwetecylwqnnerozms_input_node_3_label\": \"-0.066\", \"hywwetecylwqnnerozms_input_node_23_label\": \"-0.012/2\", \"hywwetecylwqnnerozms_input_node_24_label\": \"0.001/2\", \"hywwetecylwqnnerozms_input_node_30_label\": \"-0.139/3\", \"hywwetecylwqnnerozms_input_node_11_label\": \"-0.011\", \"hywwetecylwqnnerozms_input_node_26_label\": \"-0.009/2\", \"hywwetecylwqnnerozms_input_node_14_label\": \"0.003\", \"hywwetecylwqnnerozms_input_node_38_label\": \"2.303/6\", \"hywwetecylwqnnerozms_input_node_21_label\": \"0.0\"}}\n",
       " token_id_to_node_id_mapping_hywwetecylwqnnerozms = {\"hywwetecylwqnnerozms_output_flat_token_0\": {\"hywwetecylwqnnerozms_input_node_0_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_1_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_2_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_3_content\": \"hywwetecylwqnnerozms_input_node_3_content\", \"hywwetecylwqnnerozms_input_node_4_content\": \"hywwetecylwqnnerozms_input_node_31_content\", \"hywwetecylwqnnerozms_input_node_5_content\": \"hywwetecylwqnnerozms_input_node_31_content\", \"hywwetecylwqnnerozms_input_node_6_content\": \"hywwetecylwqnnerozms_input_node_31_content\", \"hywwetecylwqnnerozms_input_node_7_content\": \"hywwetecylwqnnerozms_input_node_31_content\", \"hywwetecylwqnnerozms_input_node_8_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_9_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_10_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_11_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_12_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_13_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_14_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_15_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_16_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_17_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_18_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_19_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_20_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_21_content\": \"hywwetecylwqnnerozms_input_node_21_content\"}, \"hywwetecylwqnnerozms_output_flat_token_1\": {\"hywwetecylwqnnerozms_input_node_0_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_1_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_2_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_3_content\": \"hywwetecylwqnnerozms_input_node_3_content\", \"hywwetecylwqnnerozms_input_node_4_content\": \"hywwetecylwqnnerozms_input_node_31_content\", \"hywwetecylwqnnerozms_input_node_5_content\": \"hywwetecylwqnnerozms_input_node_31_content\", \"hywwetecylwqnnerozms_input_node_6_content\": \"hywwetecylwqnnerozms_input_node_31_content\", \"hywwetecylwqnnerozms_input_node_7_content\": \"hywwetecylwqnnerozms_input_node_31_content\", \"hywwetecylwqnnerozms_input_node_8_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_9_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_10_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_11_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_12_content\": \"hywwetecylwqnnerozms_input_node_26_content\", \"hywwetecylwqnnerozms_input_node_13_content\": \"hywwetecylwqnnerozms_input_node_26_content\", \"hywwetecylwqnnerozms_input_node_14_content\": \"hywwetecylwqnnerozms_input_node_14_content\", \"hywwetecylwqnnerozms_input_node_15_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_16_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_17_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_18_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_19_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_20_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_21_content\": \"hywwetecylwqnnerozms_input_node_21_content\"}, \"hywwetecylwqnnerozms_output_flat_token_2\": {\"hywwetecylwqnnerozms_input_node_0_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_1_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_2_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_3_content\": \"hywwetecylwqnnerozms_input_node_3_content\", \"hywwetecylwqnnerozms_input_node_4_content\": \"hywwetecylwqnnerozms_input_node_31_content\", \"hywwetecylwqnnerozms_input_node_5_content\": \"hywwetecylwqnnerozms_input_node_31_content\", \"hywwetecylwqnnerozms_input_node_6_content\": \"hywwetecylwqnnerozms_input_node_31_content\", \"hywwetecylwqnnerozms_input_node_7_content\": \"hywwetecylwqnnerozms_input_node_31_content\", \"hywwetecylwqnnerozms_input_node_8_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_9_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_10_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_11_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_12_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_13_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_14_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_15_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_16_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_17_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_18_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_19_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_20_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_21_content\": \"hywwetecylwqnnerozms_input_node_21_content\"}, \"hywwetecylwqnnerozms_output_flat_token_3\": {\"hywwetecylwqnnerozms_input_node_0_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_1_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_2_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_3_content\": \"hywwetecylwqnnerozms_input_node_3_content\", \"hywwetecylwqnnerozms_input_node_4_content\": \"hywwetecylwqnnerozms_input_node_23_content\", \"hywwetecylwqnnerozms_input_node_5_content\": \"hywwetecylwqnnerozms_input_node_23_content\", \"hywwetecylwqnnerozms_input_node_6_content\": \"hywwetecylwqnnerozms_input_node_24_content\", \"hywwetecylwqnnerozms_input_node_7_content\": \"hywwetecylwqnnerozms_input_node_24_content\", \"hywwetecylwqnnerozms_input_node_8_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_9_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_10_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_11_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_12_content\": \"hywwetecylwqnnerozms_input_node_26_content\", \"hywwetecylwqnnerozms_input_node_13_content\": \"hywwetecylwqnnerozms_input_node_26_content\", \"hywwetecylwqnnerozms_input_node_14_content\": \"hywwetecylwqnnerozms_input_node_14_content\", \"hywwetecylwqnnerozms_input_node_15_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_16_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_17_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_18_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_19_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_20_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_21_content\": \"hywwetecylwqnnerozms_input_node_21_content\"}, \"hywwetecylwqnnerozms_output_flat_token_4\": {\"hywwetecylwqnnerozms_input_node_0_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_1_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_2_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_3_content\": \"hywwetecylwqnnerozms_input_node_3_content\", \"hywwetecylwqnnerozms_input_node_4_content\": \"hywwetecylwqnnerozms_input_node_23_content\", \"hywwetecylwqnnerozms_input_node_5_content\": \"hywwetecylwqnnerozms_input_node_23_content\", \"hywwetecylwqnnerozms_input_node_6_content\": \"hywwetecylwqnnerozms_input_node_24_content\", \"hywwetecylwqnnerozms_input_node_7_content\": \"hywwetecylwqnnerozms_input_node_24_content\", \"hywwetecylwqnnerozms_input_node_8_content\": \"hywwetecylwqnnerozms_input_node_30_content\", \"hywwetecylwqnnerozms_input_node_9_content\": \"hywwetecylwqnnerozms_input_node_30_content\", \"hywwetecylwqnnerozms_input_node_10_content\": \"hywwetecylwqnnerozms_input_node_30_content\", \"hywwetecylwqnnerozms_input_node_11_content\": \"hywwetecylwqnnerozms_input_node_11_content\", \"hywwetecylwqnnerozms_input_node_12_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_13_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_14_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_15_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_16_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_17_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_18_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_19_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_20_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_21_content\": \"hywwetecylwqnnerozms_input_node_21_content\"}, \"hywwetecylwqnnerozms_output_flat_token_5\": {\"hywwetecylwqnnerozms_input_node_0_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_1_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_2_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_3_content\": \"hywwetecylwqnnerozms_input_node_3_content\", \"hywwetecylwqnnerozms_input_node_4_content\": \"hywwetecylwqnnerozms_input_node_23_content\", \"hywwetecylwqnnerozms_input_node_5_content\": \"hywwetecylwqnnerozms_input_node_23_content\", \"hywwetecylwqnnerozms_input_node_6_content\": \"hywwetecylwqnnerozms_input_node_24_content\", \"hywwetecylwqnnerozms_input_node_7_content\": \"hywwetecylwqnnerozms_input_node_24_content\", \"hywwetecylwqnnerozms_input_node_8_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_9_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_10_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_11_content\": \"hywwetecylwqnnerozms_input_node_35_content\", \"hywwetecylwqnnerozms_input_node_12_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_13_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_14_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_15_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_16_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_17_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_18_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_19_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_20_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_21_content\": \"hywwetecylwqnnerozms_input_node_21_content\"}, \"hywwetecylwqnnerozms_output_flat_token_6\": {\"hywwetecylwqnnerozms_input_node_0_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_1_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_2_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_3_content\": \"hywwetecylwqnnerozms_input_node_3_content\", \"hywwetecylwqnnerozms_input_node_4_content\": \"hywwetecylwqnnerozms_input_node_23_content\", \"hywwetecylwqnnerozms_input_node_5_content\": \"hywwetecylwqnnerozms_input_node_23_content\", \"hywwetecylwqnnerozms_input_node_6_content\": \"hywwetecylwqnnerozms_input_node_24_content\", \"hywwetecylwqnnerozms_input_node_7_content\": \"hywwetecylwqnnerozms_input_node_24_content\", \"hywwetecylwqnnerozms_input_node_8_content\": \"hywwetecylwqnnerozms_input_node_30_content\", \"hywwetecylwqnnerozms_input_node_9_content\": \"hywwetecylwqnnerozms_input_node_30_content\", \"hywwetecylwqnnerozms_input_node_10_content\": \"hywwetecylwqnnerozms_input_node_30_content\", \"hywwetecylwqnnerozms_input_node_11_content\": \"hywwetecylwqnnerozms_input_node_11_content\", \"hywwetecylwqnnerozms_input_node_12_content\": \"hywwetecylwqnnerozms_input_node_26_content\", \"hywwetecylwqnnerozms_input_node_13_content\": \"hywwetecylwqnnerozms_input_node_26_content\", \"hywwetecylwqnnerozms_input_node_14_content\": \"hywwetecylwqnnerozms_input_node_14_content\", \"hywwetecylwqnnerozms_input_node_15_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_16_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_17_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_18_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_19_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_20_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_21_content\": \"hywwetecylwqnnerozms_input_node_21_content\"}, \"hywwetecylwqnnerozms_output_flat_token_7\": {\"hywwetecylwqnnerozms_input_node_0_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_1_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_2_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_3_content\": \"hywwetecylwqnnerozms_input_node_3_content\", \"hywwetecylwqnnerozms_input_node_4_content\": \"hywwetecylwqnnerozms_input_node_23_content\", \"hywwetecylwqnnerozms_input_node_5_content\": \"hywwetecylwqnnerozms_input_node_23_content\", \"hywwetecylwqnnerozms_input_node_6_content\": \"hywwetecylwqnnerozms_input_node_24_content\", \"hywwetecylwqnnerozms_input_node_7_content\": \"hywwetecylwqnnerozms_input_node_24_content\", \"hywwetecylwqnnerozms_input_node_8_content\": \"hywwetecylwqnnerozms_input_node_30_content\", \"hywwetecylwqnnerozms_input_node_9_content\": \"hywwetecylwqnnerozms_input_node_30_content\", \"hywwetecylwqnnerozms_input_node_10_content\": \"hywwetecylwqnnerozms_input_node_30_content\", \"hywwetecylwqnnerozms_input_node_11_content\": \"hywwetecylwqnnerozms_input_node_11_content\", \"hywwetecylwqnnerozms_input_node_12_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_13_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_14_content\": \"hywwetecylwqnnerozms_input_node_32_content\", \"hywwetecylwqnnerozms_input_node_15_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_16_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_17_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_18_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_19_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_20_content\": \"hywwetecylwqnnerozms_input_node_38_content\", \"hywwetecylwqnnerozms_input_node_21_content\": \"hywwetecylwqnnerozms_input_node_21_content\"}, \"hywwetecylwqnnerozms_output_flat_token_8\": {\"hywwetecylwqnnerozms_input_node_0_content\": \"hywwetecylwqnnerozms_input_node_29_content\", \"hywwetecylwqnnerozms_input_node_1_content\": 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       " \n",
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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<hr>\n",
    "Have an idea for more helpful examples? Pull requests that add to this documentation notebook are encouraged! "
   ]
  }
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